Paper Citation Record · LEDGER

Semi-Supervised Risk Control via Prediction-Powered Inference

As of 20 August 2026, this Paper Citation Record lists 66 of 66 outbound references and 5 inbound Pith citation observations for arXiv:2412.11174.

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

pith.paper-citation-record.v1
2412.11174 v2

Coverage vector

measured 66 of 66 reference resolution

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Pith citing papers itemized under the disclosed page cap.

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Source: arxiv_reference, observed 2026-07-02T22:37:26.369927Z

Reference resolution

66 of 66 outbound references displayed

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External citation measurements

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Outbound references

Observation 34c6f9e6-7d19-4039-b1e5-d7fd739db110 · outbound

This paper cites Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead.

Semi-Supervised Risk Control via Prediction-Powered Inference Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead

Reference 1

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Observation 63939c21-89d5-424f-ac1e-33452559d3a4 · outbound

This paper cites Machine learning for chemical discovery.

Semi-Supervised Risk Control via Prediction-Powered Inference Machine learning for chemical discovery

Reference 2

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Observation cc447f4e-0a92-40fe-b34c-b0ac120622d7 · outbound

This paper cites Mind and machine in drug design.

Semi-Supervised Risk Control via Prediction-Powered Inference Mind and machine in drug design

Reference 3

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Observation cbb3ee52-0541-44e1-8f95-624a661a14fc · outbound

This paper cites A survey of deep learning techniques for autonomous driving.

Semi-Supervised Risk Control via Prediction-Powered Inference A survey of deep learning techniques for autonomous driving

Reference 4

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Observation dc5c7f3c-b0c5-494b-9fa0-ba9788718dc3 · outbound

This paper cites Inductive confidence machines for regression.

Semi-Supervised Risk Control via Prediction-Powered Inference Inductive confidence machines for regression

Reference 5

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Observation e16d2dc2-386d-4534-a593-f259f8e73e6e · outbound

This paper cites Distribution-free prediction bands for non-parametric regression.

Semi-Supervised Risk Control via Prediction-Powered Inference Distribution-free prediction bands for non-parametric regression

Reference 6

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Observation c172791d-9ab8-49b9-8a4c-a88231dbd42d · outbound

This paper cites Conformal prediction: A gentle introduction.

Semi-Supervised Risk Control via Prediction-Powered Inference Conformal prediction: A gentle introduction

Reference 7

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Observation 876087dc-dbec-4c3e-920c-791a4609d3cf · outbound

This paper cites Conformal prediction for reliable machine learning: theory, adaptations and applications.

Semi-Supervised Risk Control via Prediction-Powered Inference Conformal prediction for reliable machine learning: theory, adaptations and applications

Reference 8

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Observation 82c0df90-ca55-4e86-b532-2e77befefd5d · outbound

This paper cites Algorith- mic learning in a random world.

Semi-Supervised Risk Control via Prediction-Powered Inference Algorith- mic learning in a random world

Reference 9

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Observation d5e2a20e-080b-4474-9923-905de1fb9da4 · outbound

This paper cites PAC prediction sets under covariate shift.

Semi-Supervised Risk Control via Prediction-Powered Inference PAC prediction sets under covariate shift

Reference 10

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Observation 219116b2-5016-4266-b733-0bcf4ebc22fa · outbound

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Semi-Supervised Risk Control via Prediction-Powered Inference Unresolved cited work

Reference 11

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Observation 8e495e15-5599-4c82-a971-05fd8892c3c2 · outbound

This paper cites Conformal risk control.

Semi-Supervised Risk Control via Prediction-Powered Inference Conformal risk control

Reference 12

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Observation 101b2a5b-f376-44d3-ad9e-ec1d5678fbf6 · outbound

This paper cites Learn then test: Calibrating predictive algorithms to achieve risk control.

Semi-Supervised Risk Control via Prediction-Powered Inference Learn then test: Calibrating predictive algorithms to achieve risk control

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:22:09.731527Z

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Observation 9133b6ed-87e1-4da0-a53b-2701a407c7ea · outbound

This paper cites Conditional validity of inductive conformal predictors.

Semi-Supervised Risk Control via Prediction-Powered Inference Conditional validity of inductive conformal predictors

Reference 14

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Observation 7ccbe9d7-d82f-40bb-8e64-39e648d8cbd5 · outbound

This paper cites The limits of distribution-free conditional predictive inference.

Semi-Supervised Risk Control via Prediction-Powered Inference The limits of distribution-free conditional predictive inference

Reference 15

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Observation b8f177f3-182a-4995-8419-a0a19fdad704 · outbound

This paper cites Cherian, and Emmanuel J.

Semi-Supervised Risk Control via Prediction-Powered Inference Cherian, and Emmanuel J

Reference 16

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Observation 56f75f1f-49af-4fd7-9f37-af5a4207132c · outbound

This paper cites Class-conditional conformal prediction with many classes.

Semi-Supervised Risk Control via Prediction-Powered Inference Class-conditional conformal prediction with many classes

Reference 17

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Observation 4f6d2c14-d652-4004-85e5-e4c56cd23e7b · outbound

This paper cites Testing for outliers with conformal p-values.

Semi-Supervised Risk Control via Prediction-Powered Inference Testing for outliers with conformal p-values

Reference 18

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Observation 3554357c-b047-4b27-9669-d00f67ccb3df · outbound

This paper cites Batch Predictive Inference.

Semi-Supervised Risk Control via Prediction-Powered Inference Batch Predictive Inference

Reference 19

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Observation d06a0527-8f2f-4a49-9323-02c7ab7582ab · outbound

This paper cites Derandomized novelty detection with fdr control via conformal e-values.

Semi-Supervised Risk Control via Prediction-Powered Inference Derandomized novelty detection with fdr control via conformal e-values

Reference 20

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Observation c33e2a20-7de1-425d-974f-16640b56b564 · outbound

This paper cites Veridical data science.

Semi-Supervised Risk Control via Prediction-Powered Inference Veridical data science

Reference 21

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Observation 797f372a-db0c-46d1-9810-b8a40ef2c452 · outbound

This paper cites Definitions, methods, and applications in interpretable machine learning.

Semi-Supervised Risk Control via Prediction-Powered Inference Definitions, methods, and applications in interpretable machine learning

Reference 22

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Observation cee3f568-3a81-4045-be98-0a4bda278111 · outbound

This paper cites With malice toward none: Assessing uncertainty via equalized coverage.

Semi-Supervised Risk Control via Prediction-Powered Inference With malice toward none: Assessing uncertainty via equalized coverage

Reference 23

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Observation 5a18105a-5f0d-41ba-8513-25bdff6563af · outbound

This paper cites Conformal prediction under covariate shift.

Semi-Supervised Risk Control via Prediction-Powered Inference Conformal prediction under covariate shift

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:22:09.630242Z

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Observation 0954a695-0018-4493-9d9f-0463edb59382 · outbound

This paper cites Batch multivalid conformal prediction.

Semi-Supervised Risk Control via Prediction-Powered Inference Batch multivalid conformal prediction

Reference 25

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Observation 23ffc0c8-7b47-411b-87ce-48778a8c999e · outbound

This paper cites HappyMap: A generalized multicalibration method.

Semi-Supervised Risk Control via Prediction-Powered Inference HappyMap: A generalized multicalibration method

Reference 26

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Observation 309fae6d-fefa-475f-acf8-680ca5fa0ed7 · outbound

This paper cites Few-shot conformal prediction with auxiliary tasks.

Semi-Supervised Risk Control via Prediction-Powered Inference Few-shot conformal prediction with auxiliary tasks

Reference 27

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Observation a0afb46a-4a64-4e64-a74a-112071b1b407 · outbound

This paper cites The tradeoffs of large scale learning.

Semi-Supervised Risk Control via Prediction-Powered Inference The tradeoffs of large scale learning

Reference 28

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Observation 29d0bb89-f12b-467c-bd89-d97e3168161e · outbound

This paper cites Generalizing from a few examples: A survey on few-shot learning.

Semi-Supervised Risk Control via Prediction-Powered Inference Generalizing from a few examples: A survey on few-shot learning

Reference 29

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Observation c58d3d6f-2748-49b8-b0b5-878ea741457f · outbound

This paper cites A survey on deep semi-supervised learning.

Semi-Supervised Risk Control via Prediction-Powered Inference A survey on deep semi-supervised learning

Reference 30

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Observation 6b863c0c-9282-4e21-9f3d-f24fc186caa7 · outbound

This paper cites Using self-supervised learning can improve model robustness and uncertainty.

Semi-Supervised Risk Control via Prediction-Powered Inference Using self-supervised learning can improve model robustness and uncertainty

Reference 31

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Observation 49cb17f1-8303-4485-bf47-2a2f93cdf214 · outbound

This paper cites In defense of pseudo-labeling: An uncertainty- aware pseudo-label selection framework for semi-supervised learning.

Semi-Supervised Risk Control via Prediction-Powered Inference In defense of pseudo-labeling: An uncertainty- aware pseudo-label selection framework for semi-supervised learning

Reference 32

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Observation 390d842e-1db2-4f5f-ad5f-ec034f463dce · outbound

This paper cites Improving adaptive conformal prediction using self- supervised learning.

Semi-Supervised Risk Control via Prediction-Powered Inference Improving adaptive conformal prediction using self- supervised learning

Reference 33

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Observation ab98d9f5-3185-42db-a98c-dba60698cce1 · outbound

This paper cites Prediction-powered inference.

Semi-Supervised Risk Control via Prediction-Powered Inference Prediction-powered inference

Reference 34

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This paper cites Semi-Supervised Quantile Estimation: Robust and Efficient Inference in High Dimensional Settings.

Semi-Supervised Risk Control via Prediction-Powered Inference Semi-Supervised Quantile Estimation: Robust and Efficient Inference in High Dimensional Settings

Reference 35

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This paper cites Surrogate assisted semi-supervised inference for high dimensional risk prediction.

Semi-Supervised Risk Control via Prediction-Powered Inference Surrogate assisted semi-supervised inference for high dimensional risk prediction

Reference 36

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Observation 3b76784d-bd63-473c-ac01-200311acd7f7 · outbound

This paper cites Measurement error models with auxiliary data.

Semi-Supervised Risk Control via Prediction-Powered Inference Measurement error models with auxiliary data

Reference 37

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This paper cites A model-calibration approach to using complete auxiliary information from survey data.

Semi-Supervised Risk Control via Prediction-Powered Inference A model-calibration approach to using complete auxiliary information from survey data

Reference 38

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Observation d6293a93-c7a7-42d0-842b-cace2c3ebd27 · outbound

This paper cites Measurement error in nonlinear models: a modern perspective.

Semi-Supervised Risk Control via Prediction-Powered Inference Measurement error in nonlinear models: a modern perspective

Reference 39

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Observation 5018f11e-c020-453d-ae7f-9cc06a18fb37 · outbound

This paper cites Efficient and adaptive linear regression in semi-supervised settings.

Semi-Supervised Risk Control via Prediction-Powered Inference Efficient and adaptive linear regression in semi-supervised settings

Reference 40

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Observation dcb8ad7d-03f2-4d5c-8fcd-8eabd7774272 · outbound

This paper cites High-dimensional semi- supervised learning: in search of optimal inference of the mean.

Semi-Supervised Risk Control via Prediction-Powered Inference High-dimensional semi- supervised learning: in search of optimal inference of the mean

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:22:09.465147Z

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Observation 50e81c1e-b9eb-4d66-a31f-93dedbe8ef48 · outbound

This paper cites Doubly-robust self-training.

Semi-Supervised Risk Control via Prediction-Powered Inference Doubly-robust self-training

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:22:09.453658Z

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Observation 442e4aa2-cd3a-497b-935e-1cb2e13eeaff · outbound

This paper cites PPI++: Efficient Prediction-Powered Inference.

Semi-Supervised Risk Control via Prediction-Powered Inference PPI++: Efficient Prediction-Powered Inference

Reference 43

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Observation 588eeb69-8ff0-462e-a7f6-2701161b3028 · outbound

This paper cites Cross-prediction-powered inference.

Semi-Supervised Risk Control via Prediction-Powered Inference Cross-prediction-powered inference

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:22:09.443449Z

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Observation bfa6efde-82b7-4429-b378-2e47b7f0b08b · outbound

This paper cites Simulator-based inference with waldo: Confidence regions by leveraging prediction algorithms and posterior estimators for inverse problems.

Semi-Supervised Risk Control via Prediction-Powered Inference Simulator-based inference with waldo: Confidence regions by leveraging prediction algorithms and posterior estimators for inverse problems

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:22:09.432994Z

Source-reported events for the cited work

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Observation 73eedfab-dd24-4250-bd02-ba3e53a06199 · outbound

This paper cites Regression coefficient estimation from remote sensing maps.

Semi-Supervised Risk Control via Prediction-Powered Inference Regression coefficient estimation from remote sensing maps

Reference 46

Resolution: verified exact; local_arxiv, observed 2026-08-11T15:22:09.182159Z

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Observation 814d9a30-4607-4e46-9e9f-f5f159843c52 · outbound

This paper cites Cross-validation conformal risk control.

Semi-Supervised Risk Control via Prediction-Powered Inference Cross-validation conformal risk control

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:22:09.422274Z

Source-reported events for the cited work

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Observation 43e59c0a-6485-4df1-8962-7eb3e6d8f4c1 · outbound

This paper cites PAC prediction sets for meta-learning.

Semi-Supervised Risk Control via Prediction-Powered Inference PAC prediction sets for meta-learning

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:22:09.410920Z

Source-reported events for the cited work

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Observation e935c30b-99dc-40c9-9966-59306dbd63ea · outbound

This paper cites Few-shot calibration of set predictors via meta-learned cross-validation- based conformal prediction.

Semi-Supervised Risk Control via Prediction-Powered Inference Few-shot calibration of set predictors via meta-learned cross-validation- based conformal prediction

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:22:09.399992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 446b9dc7-bb39-47c2-a70b-693b35be39cc · outbound

This paper cites PAC-bayes general- ization certificates for learned inductive conformal prediction.

Semi-Supervised Risk Control via Prediction-Powered Inference PAC-bayes general- ization certificates for learned inductive conformal prediction

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:22:09.388868Z

Source-reported events for the cited work

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Observation b2d53c30-705a-4b03-be5c-40dddd946398 · outbound

This paper cites Active, anytime-valid risk controlling prediction sets.

Semi-Supervised Risk Control via Prediction-Powered Inference Active, anytime-valid risk controlling prediction sets

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:22:09.377915Z

Source-reported events for the cited work

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Observation 7504e348-6733-4f2b-8cf3-13638157f3f3 · outbound

This paper cites Probability inequalities for sums of bounded random variables.

Semi-Supervised Risk Control via Prediction-Powered Inference Probability inequalities for sums of bounded random variables

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-11T15:22:09.095951Z

Source-reported events for the cited work

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Observation c5736934-6ed3-4f6c-8385-014e72273136 · outbound

This paper cites Estimating means of bounded random variables by betting.

Semi-Supervised Risk Control via Prediction-Powered Inference Estimating means of bounded random variables by betting

Reference 53

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This paper cites On Hoeffding’s inequalities.

Semi-Supervised Risk Control via Prediction-Powered Inference On Hoeffding’s inequalities

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:22:09.354340Z

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Observation 8c341845-b3da-4ba7-9c20-50e67ebe329e · outbound

This paper cites The use of confidence or fiducial limits illustrated in the case of the binomial.

Semi-Supervised Risk Control via Prediction-Powered Inference The use of confidence or fiducial limits illustrated in the case of the binomial

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:22:09.344474Z

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Observation 27795624-75e6-4d12-a3c1-0d44ae04fb86 · outbound

This paper cites Early time classification with accumulated accuracy gap control.

Semi-Supervised Risk Control via Prediction-Powered Inference Early time classification with accumulated accuracy gap control

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:22:09.333302Z

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Observation 46df8569-2c47-4f45-a296-6bfc8e519e26 · outbound

This paper cites Efficiently controlling multiple risks with pareto testing.

Semi-Supervised Risk Control via Prediction-Powered Inference Efficiently controlling multiple risks with pareto testing

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:22:09.322550Z

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Observation af4530c2-692c-4722-91c5-1d073f466e1f · outbound

This paper cites Risk-controlling model selection via guided bayesian optimization.

Semi-Supervised Risk Control via Prediction-Powered Inference Risk-controlling model selection via guided bayesian optimization

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:22:09.312286Z

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This paper cites Fast yet safe: Early-exiting with risk control.

Semi-Supervised Risk Control via Prediction-Powered Inference Fast yet safe: Early-exiting with risk control

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:22:09.301897Z

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Observation d342ed0e-4822-45b0-b4f2-54f549074403 · outbound

This paper cites PAC confidence sets for deep neural networks via calibrated prediction.

Semi-Supervised Risk Control via Prediction-Powered Inference PAC confidence sets for deep neural networks via calibrated prediction

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:22:09.292638Z

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Observation 82992fa8-f677-4419-a507-8220eda2d11b · outbound

This paper cites Classifi- cation with valid and adaptive coverage.

Semi-Supervised Risk Control via Prediction-Powered Inference Classifi- cation with valid and adaptive coverage

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:22:09.282553Z

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Observation 37d31b98-6407-4400-b8c7-921eb17290ab · outbound

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

Semi-Supervised Risk Control via Prediction-Powered Inference Distribution-free, risk-controlling prediction sets

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:22:09.270266Z

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Observation 2ef63bfa-e27b-4d1e-8242-be2b1c92ad83 · outbound

This paper cites Maas, Raymond E.

Semi-Supervised Risk Control via Prediction-Powered Inference Maas, Raymond E

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:22:09.259202Z

Source-reported events for the cited work

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Observation b51ae684-61e0-4c4d-a539-057a819ceb42 · outbound

This paper cites Phi-3 technical report: A highly capable language model locally on your phone, 2024.

Semi-Supervised Risk Control via Prediction-Powered Inference Phi-3 technical report: A highly capable language model locally on your phone, 2024

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:22:09.247129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 2c9365fa-ab77-4e00-a0d9-3474a42a78f2 · outbound

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Semi-Supervised Risk Control via Prediction-Powered Inference Unresolved cited work

Reference 65

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:22:09.235596Z

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Observation 7e18db03-3935-414d-b81f-6adb756ffe71 · outbound

This paper cites an unresolved cited work.

Semi-Supervised Risk Control via Prediction-Powered Inference Unresolved cited work

Reference 66

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:22:09.224596Z

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Pith citing papers

Observation 503dcbc2-a388-4756-8fc7-a1618f11098d · inbound

Ensuring Reliability via Hyperparameter Selection: Review and Advances cites this paper.

Ensuring Reliability via Hyperparameter Selection: Review and Advances Semi-Supervised Risk Control via Prediction-Powered Inference

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-08T23:15:31.842301Z

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Observation 74039d2f-ac9f-49be-b829-4e3cbb103b8e · inbound

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Synthetic-Powered Predictive Inference Semi-Supervised Risk Control via Prediction-Powered Inference

Reference 18

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Observation 4041b4eb-bd5e-43d5-9946-c1a7af390670 · inbound

Reliable Wireless Indoor Localization via Cross-Validated Prediction-Powered Calibration cites this paper.

Reliable Wireless Indoor Localization via Cross-Validated Prediction-Powered Calibration Semi-Supervised Risk Control via Prediction-Powered Inference

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-22T12:44:51.888497Z

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Observation 827562d4-c144-4ffd-920b-ceef488220b9 · inbound

Synthetic Counterfactual Labels for Efficient Conformal Counterfactual Inference cites this paper.

Synthetic Counterfactual Labels for Efficient Conformal Counterfactual Inference Semi-Supervised Risk Control via Prediction-Powered Inference

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-18T19:11:47.395751Z

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Observation c4f4604d-a7cd-4e67-be6e-c926a2d7eeb0 · inbound

A Joint Finite-Sample Certificate for Adaptive Selective Conformal Risk Control cites this paper.

A Joint Finite-Sample Certificate for Adaptive Selective Conformal Risk Control Semi-Supervised Risk Control via Prediction-Powered Inference

Reference 28

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T22:37:26.371400Z

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