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Paper Citation Record · LEDGER

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training

As of 8 August 2026, this Paper Citation Record lists 100 of 109 outbound references and 1 inbound Pith citation observation for arXiv:2506.06599.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2506.06599 v1

Coverage vector

measured 100 of 109 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:58:49.519091Z

measured 101 of 101 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-10T19:33:52.302688Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-10T22:50:48.009783Z

Reference resolution

100 of 109 outbound references displayed

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External citation measurements

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Outbound references

Observation 81588d0e-6ecb-4da7-89cc-49b71d37779b · outbound

This paper cites write newline.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training write newline

Reference 1

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Observation 7f73d271-7235-4699-b916-55b26e29de85 · outbound

This paper cites R., et al.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training R., et al

Reference 2

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Observation b4969c89-a1fa-4f9e-8b1c-1632c276636d · outbound

This paper cites A Gentle Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training A Gentle Introduction to Conformal Prediction and Distribution-Free Uncertainty Quantification

Reference 3

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Observation 7f8aa03a-a36d-4610-806c-903def5b9043 · outbound

This paper cites N., Bates, S., Jordan, M., and Malik, J.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training N., Bates, S., Jordan, M., and Malik, J

Reference 4

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Observation 15cb8610-a77f-4bd6-ba2c-b2947c57b7ee · outbound

This paper cites N., Kohli, A.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training N., Kohli, A

Reference 5

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Observation ad32ee49-a929-46a7-bcba-dbdeaa119006 · outbound

This paper cites N., Candes, E., and Tibshirani, R.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training N., Candes, E., and Tibshirani, R

Reference 6

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This paper cites N., Bates, S., Fisch, A., Lei, L., and Schuster, T.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training N., Bates, S., Fisch, A., Lei, L., and Schuster, T

Reference 7

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Observation 668bb901-da0c-4660-a538-99bf9d74c766 · outbound

This paper cites On the utility of prediction sets in human-ai teams.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training On the utility of prediction sets in human-ai teams

Reference 8

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Observation 46d01ede-8e34-49cd-a113-0559018d2a24 · outbound

This paper cites F., Candes, E.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training F., Candes, E

Reference 9

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This paper cites Distribution-free, risk-controlling prediction sets.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training Distribution-free, risk-controlling prediction sets

Reference 10

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Observation a91569bb-1177-4175-b603-1d8acea187b8 · outbound

This paper cites A survey on bilevel optimization under uncertainty.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training A survey on bilevel optimization under uncertainty

Reference 11

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Observation e839e11a-6f3f-4554-9a74-5b54f6822df4 · outbound

This paper cites The need for uncertainty quantification in machine-assisted medical decision making.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training The need for uncertainty quantification in machine-assisted medical decision making

Reference 12

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Observation e8c0565e-33ce-4e3f-838f-397a0467e346 · outbound

This paper cites Optimized conformal classification using gradient descent approximation.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training Optimized conformal classification using gradient descent approximation

Reference 13

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Observation ad293b56-8569-4f18-9bfa-baea56986689 · outbound

This paper cites Improved online conformal prediction via strongly adaptive online learning.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training Improved online conformal prediction via strongly adaptive online learning

Reference 14

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This paper cites P., Peypouquet, J., and Suter, B.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training P., Peypouquet, J., and Suter, B

Reference 15

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Observation edf1a4df-554d-4883-b91c-f98065736d8e · outbound

This paper cites Nonsmooth implicit differentiation for machine-learning and optimization.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training Nonsmooth implicit differentiation for machine-learning and optimization

Reference 16

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Direct Prediction Set Minimization via Bilevel Conformal Classifier Training Automatic differentiation of nonsmooth iterative algorithms

Reference 17

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This paper cites Coresets via bilevel optimization for continual learning and streaming.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training Coresets via bilevel optimization for continual learning and streaming

Reference 18

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Observation 96bcbe26-66d5-4371-867a-16d235949f73 · outbound

This paper cites Data summarization via bilevel optimization.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training Data summarization via bilevel optimization

Reference 19

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Direct Prediction Set Minimization via Bilevel Conformal Classifier Training Unresolved cited work

Reference 20

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Observation f71c6be3-f7af-4e3c-80b0-0fe8309d151d · outbound

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Direct Prediction Set Minimization via Bilevel Conformal Classifier Training On finding small hyper-gradients in bilevel optimization: Hardness results and improved analysis

Reference 21

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Direct Prediction Set Minimization via Bilevel Conformal Classifier Training Penalty-based methods for simple bilevel optimization under h\"olderian error bounds

Reference 22

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Direct Prediction Set Minimization via Bilevel Conformal Classifier Training Closing the gap: Tighter analysis of alternating stochastic gradient methods for bilevel problems

Reference 23

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This paper cites Optimal algorithms for stochastic bilevel optimization under relaxed smoothness conditions.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training Optimal algorithms for stochastic bilevel optimization under relaxed smoothness conditions

Reference 24

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This paper cites Adversarially trained actor critic for offline reinforcement learning.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training Adversarially trained actor critic for offline reinforcement learning

Reference 25

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Direct Prediction Set Minimization via Bilevel Conformal Classifier Training C., Sui, Y., Kumar, B., and Vouitsis, N

Reference 26

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Direct Prediction Set Minimization via Bilevel Conformal Classifier Training A framework for bilevel optimization that enables stochastic and global variance reduction algorithms

Reference 27

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Direct Prediction Set Minimization via Bilevel Conformal Classifier Training Online calibrated and conformal prediction improves bayesian optimization

Reference 28

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Direct Prediction Set Minimization via Bilevel Conformal Classifier Training Unresolved cited work

Reference 29

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Direct Prediction Set Minimization via Bilevel Conformal Classifier Training Generic methods for optimization-based modeling

Reference 30

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Direct Prediction Set Minimization via Bilevel Conformal Classifier Training Training uncertainty-aware classifiers with conformalized deep learning

Reference 31

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This paper cites Learning generative visual models from few training examples: An incremental bayesian approach tested on 101 object categories.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training Learning generative visual models from few training examples: An incremental bayesian approach tested on 101 object categories

Reference 32

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Direct Prediction Set Minimization via Bilevel Conformal Classifier Training Efficient conformal prediction via cascaded inference with expanded admission

Reference 33

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Direct Prediction Set Minimization via Bilevel Conformal Classifier Training Few-shot conformal prediction with auxiliary tasks

Reference 34

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Direct Prediction Set Minimization via Bilevel Conformal Classifier Training Approximation Methods for Bilevel Programming

Reference 35

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Direct Prediction Set Minimization via Bilevel Conformal Classifier Training Unresolved cited work

Reference 36

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Direct Prediction Set Minimization via Bilevel Conformal Classifier Training Probabilistically robust conformal prediction

Reference 37

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Direct Prediction Set Minimization via Bilevel Conformal Classifier Training and Candes, E

Reference 38

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 4e59025f-9090-42cc-8469-dd273fe9b6b9 · outbound

This paper cites and Cand \`e s, E.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training and Cand \`e s, E

Reference 39

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verified fuzzy
raw_fallback, observed 2026-08-07T05:59:00.767458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:58:40.490713Z digest=sha256:6fcb19eec3122a9c6de0c052dcb69364d24f2a03a0842c1c517cb5e4a6ddab05

Observation 6294e3a9-c775-4e27-9b81-1fadb009d2e4 · outbound

This paper cites Conformal Prediction With Conditional Guarantees.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training Conformal Prediction With Conditional Guarantees

Reference 40

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unresolved
no resolver link, observed 2026-08-07T05:58:40.579464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:58:40.579464Z digest=sha256:02b30de63bbf1e666ee461b66f0ad98e91c7c20658ee3f86f485e417c31c531e

Observation 96473924-8f3b-4824-bcb5-5266a78fbce4 · outbound

This paper cites An accelerated algorithm for stochastic bilevel optimization under unbounded smoothness.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training An accelerated algorithm for stochastic bilevel optimization under unbounded smoothness

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:59:00.528555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:58:40.655803Z digest=sha256:a1593eafcec9a30dfdc062f5c1c9ec99cd40b858658c2177b8614c54a6cb8ad7

Observation 38dc4023-bcdc-4687-acb3-cfaeef3cbf0a · outbound

This paper cites A nearly optimal single loop algorithm for stochastic bilevel optimization under unbounded smoothness.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training A nearly optimal single loop algorithm for stochastic bilevel optimization under unbounded smoothness

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:59:00.355946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:58:40.782560Z digest=sha256:1d437da01adf1d21cd776ca17696cab5e41c2e7b414658d27ae4cddb81b8c3d6

Observation 4e3ca22c-f2a8-41cc-80eb-571a12899a08 · outbound

This paper cites Localized conformal prediction: A generalized inference framework for conformal prediction.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training Localized conformal prediction: A generalized inference framework for conformal prediction

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:59:00.093571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:58:40.909509Z digest=sha256:a21c54913fe04871150188311b4fbb1d7d8598d435eebdf2260da8a6392c60d0

Observation 950ab567-3c06-4365-8459-314e67cb4582 · outbound

This paper cites Bilevel coreset selection in continual learning: A new formulation and algorithm.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training Bilevel coreset selection in continual learning: A new formulation and algorithm

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:59.957859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:58:41.088617Z digest=sha256:d012400a39d87ff9dda9f55b6cc3b091cf70369a8a33952b935dca8fd06ccc23

Observation e090239f-9acc-422a-888a-5f316bf33604 · outbound

This paper cites Deep residual learning for image recognition.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training Deep residual learning for image recognition

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-07T05:58:41.256907Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:58:41.256907Z digest=sha256:b2dcd38eda3709bfa536f16136f2aefb8c65533b8894924c65402fe873f0b6c1

Observation 2975f178-1ab9-4b78-a40b-582680eb707c · outbound

This paper cites Mask r-cnn.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training Mask r-cnn

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-07T05:58:41.453658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:58:41.453658Z digest=sha256:254a376e254b1a4f75360a84d045754fbe9994a65e7c00ce8943893e0fead055

Observation 2998feb4-da30-4cba-9574-ef86752668a5 · outbound

This paper cites A two-timescale stochastic algorithm framework for bilevel optimization: Complexity analysis and application to actor-critic.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training A two-timescale stochastic algorithm framework for bilevel optimization: Complexity analysis and application to actor-critic

Reference 47

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unresolved
no resolver link, observed 2026-08-07T05:58:41.607938Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:58:41.607938Z digest=sha256:d2e4f2b22096fe5a698137c8074b2265cf5718ccdd0ff53fb20e8b1156cfcab7

Observation 4d0f4657-1012-4f48-87ac-e0c312f4adbe · outbound

This paper cites an unresolved cited work.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training Unresolved cited work

Reference 48

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unresolved
no resolver link, observed 2026-08-07T05:58:41.752572Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:58:41.752572Z digest=sha256:931a8c61d66300c3224d1b3d57136189b7fd06d3016bcdc223ce7d00eecc4737

Observation e3c9e8ba-84fb-42cb-8d02-70a9c431b558 · outbound

This paper cites Conformal Prediction for Deep Classifier via Label Ranking.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training Conformal Prediction for Deep Classifier via Label Ranking

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-07T05:58:41.942062Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:58:41.942062Z digest=sha256:a96d363085696f79d4f260e2d4d2b9e5c3e3f038d9d1d46cb1be33cd0f58e846

Observation 033cc5ac-429f-42a5-890a-4f3fb409adb9 · outbound

This paper cites Achieving linear speedup in non-iid federated bilevel learning.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training Achieving linear speedup in non-iid federated bilevel learning

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:59.763696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:58:42.127035Z digest=sha256:e30c462f344c3eaec916ee98db417d3d241663896f1510f5107e8b2efe99c9d9

Observation 9e37c6ea-317e-4b18-9be7-2196b4beba85 · outbound

This paper cites Bilevel optimization: Convergence analysis and enhanced design.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training Bilevel optimization: Convergence analysis and enhanced design

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:59.640149Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:58:42.497517Z digest=sha256:2c84da54765a3c0d5b15dc895b38a241342181f242939be3a44aba1e0f7ed389

Observation 4992f722-a8a7-48ed-9887-24e30ac003c1 · outbound

This paper cites and Lu, H.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training and Lu, H

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:59.508264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:58:42.601211Z digest=sha256:ff08461a17f8fd4e0c5feef7077a7431ff680186d89eef489d99c07757780d42

Observation bd02f41b-3fac-414b-b263-e7242484f1e7 · outbound

This paper cites T., Wang, Z., and Yang, Z.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training T., Wang, Z., and Yang, Z

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:59.344979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:58:42.758824Z digest=sha256:5195ad27c7c7249103cdf5a46c88ccb3899f2743141c43c7fb6e3877843005b5

Observation db4a694e-096d-4a82-9d77-35f9ed1528e0 · outbound

This paper cites J., and Hassani, H.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training J., and Hassani, H

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:59.235679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:58:42.959934Z digest=sha256:b46b5929b8d25ee0ce77a7b727509067a4ee369bcef4a77c59653ba0e0243517

Observation b8edfc16-66c2-4b49-8294-e25f6a21f2ef · outbound

This paper cites J., and Hassani, H.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training J., and Hassani, H

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:59.060033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:58:43.103919Z digest=sha256:7151c8efc1335bed95700f7bf61cf7f0254584d52debbef15efc48793aae94c5

Observation a9d70b5d-28b7-4816-824a-35a1310278d4 · outbound

This paper cites Quantile regression, volume 38.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training Quantile regression, volume 38

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:58.931136Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:58:43.255827Z digest=sha256:b2ed4174fdeb572430fe886115904c3e0aee79e4f7eaa9a20272a3188893fa4a

Observation ba7dd8d7-34a9-4029-8b28-5eebb1e578b7 · outbound

This paper cites and Bassett Jr, G.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training and Bassett Jr, G

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:58.810302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:58:43.362538Z digest=sha256:eb85e3c3cf02feb6bb989cb7c0a63a597ba89d3427bfdfebb0307553cd6d725e

Observation 63eac69b-3ece-4b2a-a02c-44e71d889da4 · outbound

This paper cites Learning multiple layers of features from tiny images.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training Learning multiple layers of features from tiny images

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-07T05:58:43.498921Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:58:43.498921Z digest=sha256:9ac8a2616201190049818ac87a8457ce8f03958e317b9c4822ce9bde400103be

Observation bd515a1d-186e-434d-be0b-33986970f434 · outbound

This paper cites Ask me anything: Dynamic memory networks for natural language processing.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training Ask me anything: Dynamic memory networks for natural language processing

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:58.635435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:58:43.652777Z digest=sha256:e7e3d84b6a49400ae46eae6184c9f4f02c7cc9217d9880b34c1d81b37c7bd3e9

Observation d0449ac9-8b0e-42a1-a1ba-b7072d8f01e4 · outbound

This paper cites an unresolved cited work.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:58:58.481836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:58:43.797674Z digest=sha256:3b1b26c80360f9cfffa9b9197e213d1ed7e0bda3c3d7df79d6fa3aa4c7ae0169

Observation aecee6e7-a267-4031-af63-43e89ec94f80 · outbound

This paper cites an unresolved cited work.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:58:58.359263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:58:43.910430Z digest=sha256:96d2ef09c53b3df42ed96ee12b3b196918b1cd1bc2571f1eca5ac0bb9ff5d982

Observation 3fc11bd9-7852-49b3-859a-d6167bff1cc5 · outbound

This paper cites Crafting papers on machine learning.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training Crafting papers on machine learning

Reference 62

Resolution
unresolved
no resolver link, observed 2026-08-07T05:58:44.041136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:58:44.041136Z digest=sha256:ba99c9eb5048f38d1aa59fe3e1cff49a69b0443eebafdd230f79a8d3c9228894

Observation 7031e504-679f-4ff2-99ca-3a8f461bab15 · outbound

This paper cites Distribution-free prediction sets.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training Distribution-free prediction sets

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:58.210688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:58:44.213709Z digest=sha256:f9a35ad06105b5116e52fe4172ea6db89b5669c628b59895723d20998485d2a9

Observation 7add2fea-e710-4034-8a23-d8a988e4174e · outbound

This paper cites BOME ! bilevel optimization made easy: A simple first-order approach.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training BOME ! bilevel optimization made easy: A simple first-order approach

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:58.047145Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:58:44.359191Z digest=sha256:1642ba5e01c6a9373107f84361f4022580632b1ff803c8a2de4a22eb48233692

Observation bcd3da18-45e6-4852-96e1-9df7b37e1034 · outbound

This paper cites A generic first-order algorithmic framework for bi-level programming beyond lower-level singleton.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training A generic first-order algorithmic framework for bi-level programming beyond lower-level singleton

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:57.901930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:58:44.457774Z digest=sha256:01d049ff8917297c8630df707205fa83672a0b32ad4862870b26e026b06b2745

Observation 78831c8d-a838-45b8-a50b-e0545f2373bb · outbound

This paper cites Investigating bi-level optimization for learning and vision from a unified perspective: A survey and beyond.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training Investigating bi-level optimization for learning and vision from a unified perspective: A survey and beyond

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:57.779011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:58:44.613652Z digest=sha256:7853c199d655cda2123ba8497ad50666024d789b1fdb3b045a5fff844a1976bb

Observation c760668c-432c-47e0-ab43-cfa2f66bcc89 · outbound

This paper cites an unresolved cited work.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:58:57.581264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:58:44.780360Z digest=sha256:2097eb7199cb717ee9ca60877fc67f12397a192addf6bf256f236f839491ab3c

Observation 9219454b-2bfe-4141-bb08-836e143c59a8 · outbound

This paper cites N., and Pomerantz, S.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training N., and Pomerantz, S

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:57.438313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:58:44.907319Z digest=sha256:233b8abb4a8d5d61f4c55706e53bd9bc0b84c41acab40c3ae94d7846d4681ccc

Observation cb7278dc-4d91-4b2b-ad8c-af73a5da8fcb · outbound

This paper cites Fair conformal predictors for applications in medical imaging.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training Fair conformal predictors for applications in medical imaging

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:57.308078Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:58:45.103049Z digest=sha256:f270da77748f2e937bdf0096b1e1ddb6f9c89bb73a8edf556421fc2a71a06b3d

Observation 96c6b87b-0f63-4f8a-a97a-299e69c5c064 · outbound

This paper cites and Mei, S.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training and Mei, S

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:57.142387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:58:45.251346Z digest=sha256:c91d7b7926d5083e01cc61fbbd8e62a9cad9543f76acde4c17fc88a62b908a1d

Observation a5b3aeb2-58b7-426f-bd8d-13b2d423cd2f · outbound

This paper cites Revisiting Small Batch Training for Deep Neural Networks.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training Revisiting Small Batch Training for Deep Neural Networks

Reference 71

Resolution
unresolved
no resolver link, observed 2026-08-07T05:58:45.387917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:58:45.387917Z digest=sha256:f12546bab696b3e7309ca2c006bde99489d1bc81c8338ff86f34d843e8c8cec2

Observation fc801d1f-f112-47d9-b636-8b7568b7d790 · outbound

This paper cites Foundations of machine learning.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training Foundations of machine learning

Reference 72

Resolution
unresolved
no resolver link, observed 2026-08-07T05:58:45.560392Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:58:45.560392Z digest=sha256:9755bcc7417fb2c773447e7ac002f45f82d5f71ee794cd95e50dd421cbbc54a2

Observation eba698fb-1947-428f-b5a8-85a586095dd2 · outbound

This paper cites L., Canini, K.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training L., Canini, K

Reference 73

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:56.989220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:58:45.671358Z digest=sha256:588381d25dc1f9f27cedfb217849266bd9af2bc2f1aefc840d7774dd41285025

Observation 7631f20f-2a11-4023-aaf4-db835d152986 · outbound

This paper cites I., Orenstein, P., Ramos, T., and Romano, J.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training I., Orenstein, P., Ramos, T., and Romano, J

Reference 74

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:56.786395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:58:45.849447Z digest=sha256:cdb9621f3bd27e57de1f7540394b7db75f404811b5dc827dd3b9f96f15d209d2

Observation 370ae70d-3635-4747-a004-d42be74efdb5 · outbound

This paper cites Error bounds in mathematical programming.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training Error bounds in mathematical programming

Reference 75

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:56.553748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:58:45.982909Z digest=sha256:80090eb519bc6a1656d73f440a67cc3c31c5dd26c9b42b2f8b6add7a62f3f1ce

Observation abf4c834-abe4-403b-a11b-2f1252f2baef · outbound

This paper cites Hyperparameter optimization with approximate gradient.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training Hyperparameter optimization with approximate gradient

Reference 76

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:56.347043Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:58:46.119482Z digest=sha256:b7ee1bda465e0b293728de9e4ca0e29fe1d9a9cb7951ddf5eb572907db8e3fee

Observation 93ae8c20-557e-4898-b595-3a793c71bc97 · outbound

This paper cites Adaptive conformal inference by betting.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training Adaptive conformal inference by betting

Reference 77

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:56.207342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:58:46.262853Z digest=sha256:16e232f01b05af853dea8ef587b431adf42eabecca1969b8a3c53d89ac56e380

Observation b5ca4beb-1480-403b-9be6-3f102f0d10d7 · outbound

This paper cites Conformalized quantile regression.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training Conformalized quantile regression

Reference 78

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:56.054225Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:58:46.373187Z digest=sha256:ff0409116b1fe6f03b50502dd7aa970aa734e972541e9e22e7282ba9e17e2001

Observation 0d9a9f12-21ff-4816-bc84-5a5e055981b6 · outbound

This paper cites Classification with valid and adaptive coverage.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training Classification with valid and adaptive coverage

Reference 79

Resolution
unresolved
no resolver link, observed 2026-08-07T05:58:46.520443Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:58:46.520443Z digest=sha256:776b999d5e1f3d60e84ead0e1c51d8ea4d6ee61a91064383237becff2c819bdc

Observation ce0d0209-453d-4866-96f5-b35deac2ec2e · outbound

This paper cites and d'Aspremont, A.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training and d'Aspremont, A

Reference 80

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:55.891927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:58:46.694970Z digest=sha256:b3a6d6f1af7d011fcd72d9a0faa3bf5fdd3074ca1c91dffde6a017ff00f458ab

Observation 5445d4b9-80b6-4efa-a2e3-d6c29e1c87bf · outbound

This paper cites and Shtern, S.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training and Shtern, S

Reference 81

Resolution
unresolved
no resolver link, observed 2026-08-07T05:58:46.831022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:58:46.831022Z digest=sha256:8382848b5b049eefc0c68875a4c53e35e76c3bc503e0ce053062db0c63cd6bbb

Observation 4bff75bb-1d28-482b-9e2f-5db69269c170 · outbound

This paper cites Least ambiguous set-valued classifiers with bounded error levels.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training Least ambiguous set-valued classifiers with bounded error levels

Reference 82

Resolution
unresolved
no resolver link, observed 2026-08-07T05:58:46.951444Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:58:46.951444Z digest=sha256:24e2f21fdf8623862cfbe35edfe07957af219124258ba5e45ec6169a2257d3c7

Observation 83722a4a-70ad-41e1-8a7f-62a4819017b0 · outbound

This paper cites and Romano, Y.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training and Romano, Y

Reference 83

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:55.762605Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:58:47.105654Z digest=sha256:d06f9b5b655c545510b2f5b1336199e06373fc724572c4d0db3543e5d69823ee

Observation e3fc9708-26a6-403e-9831-7c2d59f512a4 · outbound

This paper cites and Vovk, V.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training and Vovk, V

Reference 84

Resolution
unresolved
no resolver link, observed 2026-08-07T05:58:47.272101Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:58:47.272101Z digest=sha256:176f870423c7629b6d5545309365f46a8760de2c920afb53c0ff35d3bae23ea4

Observation 7835dabb-9edc-4956-b018-7a5cfb88c3a7 · outbound

This paper cites Conformal Prediction Sets for Deep Generative Models via Reduction to Conformal Regression.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training Conformal Prediction Sets for Deep Generative Models via Reduction to Conformal Regression

Reference 85

Resolution
unresolved
no resolver link, observed 2026-08-07T05:58:47.401991Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:58:47.401991Z digest=sha256:7ebd903ca48130a98dce12bda77bd6eda6c5a1f17cada2ce399b1346bbf84328

Observation 1f54a05d-dae5-4c66-90f8-4f3f606e9c75 · outbound

This paper cites and Ben-David, S.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training and Ben-David, S

Reference 86

Resolution
unresolved
no resolver link, observed 2026-08-07T05:58:47.520934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:58:47.520934Z digest=sha256:150561b85a58bf88562f13100285d0e9c449688b27d7ede519eb5ac8d3a65683

Observation e775d1d8-bff3-4ce2-8544-f0e618df0aa0 · outbound

This paper cites and Chen, T.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training and Chen, T

Reference 87

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:55.623646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:58:47.638563Z digest=sha256:65684fa360731eccc1949d38f7f1377bb78fb1d2823e5965f58438ae15eab1e6

Observation d8023b3c-f112-4679-8748-050160ffcd39 · outbound

This paper cites and Chen, T.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training and Chen, T

Reference 88

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:55.488608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:58:47.753265Z digest=sha256:4e14c8d0e82f662d07bef145601002495618514a048c803561fbf392c76e59b5

Observation ba65e900-9be2-4a4c-9081-a7981899b34f · outbound

This paper cites Principled penalty-based methods for bilevel reinforcement learning and rlhf.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training Principled penalty-based methods for bilevel reinforcement learning and rlhf

Reference 89

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:55.338925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:58:47.912988Z digest=sha256:06d8dff80c5fd40e83c6b540f2343d8d3787cdc8a72f1f74442b303e4f3bae0c

Observation 0f622cda-92e3-4602-91b0-84dd23ac3462 · outbound

This paper cites Conformal prediction for class-wise coverage via augmented label rank calibration.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training Conformal prediction for class-wise coverage via augmented label rank calibration

Reference 90

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:55.208604Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:58:48.078861Z digest=sha256:0c6b73b553bb223b62ea19c04c58945acb046a30456a4f44f0ac64c48180af3c

Observation f927b4ae-02ba-41ae-b415-51fa71285078 · outbound

This paper cites an unresolved cited work.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training Unresolved cited work

Reference 91

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:58:54.996453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:58:48.238361Z digest=sha256:f3134116b88b25269f317ca5e127dc3d504b459d30d4d139274653645fd9480c

Observation b3df2aec-36be-434b-9710-8de0a937148e · outbound

This paper cites Learning Optimal Conformal Classifiers.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training Learning Optimal Conformal Classifiers

Reference 92

Resolution
unresolved
no resolver link, observed 2026-08-07T05:58:48.366974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:58:48.366974Z digest=sha256:78167258c7393efffd85a56562c039a4e969a506ded9a0de48dd4c4885beb45c

Observation 5ef65e7b-8c23-4ddd-b9a1-6d26528ceb05 · outbound

This paper cites The inaturalist species classification and detection dataset.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training The inaturalist species classification and detection dataset

Reference 93

Resolution
unresolved
no resolver link, observed 2026-08-07T05:58:48.538043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:58:48.538043Z digest=sha256:79d4ced05950b30f7bc016eeeb4693a735dfa1d746373c441646c8c7264bdab9

Observation 69252371-4871-439e-a249-3af4b30ee3b6 · outbound

This paper cites N., Kaiser, ., and Polosukhin, I.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training N., Kaiser, ., and Polosukhin, I

Reference 94

Resolution
unresolved
no resolver link, observed 2026-08-07T05:58:48.714426Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:58:48.714426Z digest=sha256:1c82cb14202f4768e0ea8c9c85e6b464a5dd19f3fc2496136f1e4448f2ec4c81

Observation 359ff468-a4dd-425d-9aaf-1cea79d84a58 · outbound

This paper cites Cross-conformal predictors.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training Cross-conformal predictors

Reference 95

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:54.753450Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:58:48.855737Z digest=sha256:5c7a3a71340bfd0e033361dd3289ffd4b16adb62391ea68c4baaccdac9904f7b

Observation 974ac5fe-651c-407e-a7e8-b87b310bf4ab · outbound

This paper cites Machine-learning applications of algorithmic randomness.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training Machine-learning applications of algorithmic randomness

Reference 96

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:54.562922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:58:48.961617Z digest=sha256:0d0ede10df479c2ee81c9b230a547c1db67ed784cc33116ffeec1479593918eb

Observation ce33d73e-5cd1-42bd-82c2-6695f0ae98ca · outbound

This paper cites Algorithmic learning in a random world.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training Algorithmic learning in a random world

Reference 97

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:54.360718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:58:49.087392Z digest=sha256:b939a76d9d25de2bada0c345728d3c298a189487e9b943a87757276626c9ae58

Observation 59b79c92-bffd-441e-b89a-b97bbeb93e5d · outbound

This paper cites Criteria of efficiency for conformal prediction.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training Criteria of efficiency for conformal prediction

Reference 98

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:54.210498Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:58:49.235229Z digest=sha256:a8931ff4c9231a20da0ec5e9a56fbb870c36020d3d54a2a98a5dc776c1219d7b

Observation 7c128113-de1f-4c96-ae9f-4c1908c3ad5d · outbound

This paper cites Provably robust conformal prediction with improved efficiency.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training Provably robust conformal prediction with improved efficiency

Reference 99

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:54.004024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:58:49.375422Z digest=sha256:cc7ce8a7696749e4f205efcdc972b25366a06ac2742b9fbb971ace4e2139eec4

Observation 650cb0b0-bbda-471c-9720-8d1bc4d1dfe2 · outbound

This paper cites Provably faster algorithms for bilevel optimization.

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training Provably faster algorithms for bilevel optimization

Reference 100

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:58:53.820882Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-08-07T05:58:49.519091Z digest=sha256:faeb5ae8bb5ec75dd432be6bd2d616604003878b50c72ad9e52548f3f77e94ad

Pith citing papers

Observation c6cad387-a5e6-4a55-8665-5796097e30d1 · inbound

Conformal Margin Risk Minimization: An Envelope Framework for Robust Learning under Label Noise cites this paper.

Conformal Margin Risk Minimization: An Envelope Framework for Robust Learning under Label Noise Direct Prediction Set Minimization via Bilevel Conformal Classifier Training

Reference 54

Resolution
verified exact
arxiv_id, observed 2026-05-10T22:50:48.015593Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-05-10T19:33:52.302688Z digest=sha256:dbcd8ab928a6f686fc4e0ae74ac27ad67c5fff97d122715f3a2852f87376abc8