Paper Citation Record · LEDGER

Active Learning via Regression Beyond Realizability

As of 21 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 1 inbound Pith citation observation for arXiv:2506.00316.

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

pith.paper-citation-record.v1
2506.00316 v1

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:18:06.575751Z

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-27T12:00:48.263093Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T07:37:45.297928Z

Reference resolution

36 of 36 outbound references displayed

verified exact0
verified fuzzy33
unresolved3
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9ba55c16-0382-4f83-b5b4-4b7f219898c0 · outbound

This paper cites Selective sampling algorithms for cost-sensitive multiclass prediction.

Active Learning via Regression Beyond Realizability Selective sampling algorithms for cost-sensitive multiclass prediction

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:18:12.664592Z

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 b9816dc4-f849-4f31-a1af-95b144383231 · outbound

This paper cites Tsybakov.

Active Learning via Regression Beyond Realizability Tsybakov

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:18:12.493955Z

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 a8624770-ca65-4b0e-8a5e-4cd1f499c7ef · outbound

This paper cites Agnostic active learning.

Active Learning via Regression Beyond Realizability Agnostic active learning

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:18:12.316025Z

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 aac4c925-676d-4d12-9f37-a9e5ce104c32 · outbound

This paper cites Bartlett, Michael I.

Active Learning via Regression Beyond Realizability Bartlett, Michael I

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:18:11.946774Z

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 8deffe75-0cbe-4d07-b262-37054e20b582 · outbound

This paper cites Bousquet.

Active Learning via Regression Beyond Realizability Bousquet

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:18:11.673745Z

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 61aa5ffa-b457-406a-84e1-ad06729d4694 · outbound

This paper cites Castro and Robert D.

Active Learning via Regression Beyond Realizability Castro and Robert D

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:18:11.390176Z

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 48873f83-661d-4a31-a46d-16cd007c0bbe · outbound

This paper cites Analysis of a greedy active learning strategy.

Active Learning via Regression Beyond Realizability Analysis of a greedy active learning strategy

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:18:11.245244Z

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 668cd6cf-9c76-4b50-b938-5127d9d4dcc2 · outbound

This paper cites Coarse sample complexity bounds for active learning.

Active Learning via Regression Beyond Realizability Coarse sample complexity bounds for active learning

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:18:11.098624Z

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 d1191da4-05c5-4ed6-82ee-cfd60b35788a · outbound

This paper cites Foster and Alexander Rakhlin.

Active Learning via Regression Beyond Realizability Foster and Alexander Rakhlin

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:18:10.953779Z

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 eb493dc3-12fc-4715-a8aa-9eebf5506600 · outbound

This paper cites Foster and Alexander Rakhlin.

Active Learning via Regression Beyond Realizability Foster and Alexander Rakhlin

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T12:18:03.894791Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c617f06-11b1-4ee6-a798-8d03a624b41d · outbound

This paper cites Instance-Dependent Complexity of Contextual Bandits and Reinforcement Learning: A Disagreement-Based Perspective.

Active Learning via Regression Beyond Realizability Instance-Dependent Complexity of Contextual Bandits and Reinforcement Learning: A Disagreement-Based Perspective

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T12:18:04.010120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57718012-b628-4319-85c1-734cf24d5fcc · outbound

This paper cites Sebastian Seung, Eli Shamir, and Naftali Tishby.

Active Learning via Regression Beyond Realizability Sebastian Seung, Eli Shamir, and Naftali Tishby

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:18:10.781636Z

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 ac8560e5-cd22-4cac-8137-6ad6691780dc · outbound

This paper cites A bound on the label complexity of agnostic active learning.

Active Learning via Regression Beyond Realizability A bound on the label complexity of agnostic active learning

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:18:10.617857Z

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 742a0c0d-fda3-4c7f-ac73-563a92fcd6ce · outbound

This paper cites Adaptive rates of convergence in active learning.

Active Learning via Regression Beyond Realizability Adaptive rates of convergence in active learning

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:18:10.478613Z

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 2eee6ec4-0c47-413a-b0d7-4b35897501bd · outbound

This paper cites Rates of convergence in active learning.

Active Learning via Regression Beyond Realizability Rates of convergence in active learning

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:18:10.349420Z

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 602c5bbe-11cd-4677-8248-576029fe0394 · outbound

This paper cites Theory of disagreement-based active learning.

Active Learning via Regression Beyond Realizability Theory of disagreement-based active learning

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:18:10.219921Z

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 ddb33610-bcfe-414b-80b6-f06e8762c24b · outbound

This paper cites Nonparametric active learning, part 1: Smooth regression functions, 2017.

Active Learning via Regression Beyond Realizability Nonparametric active learning, part 1: Smooth regression functions, 2017

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:18:10.073274Z

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 cc8a08eb-a8cc-4ad6-9746-8b0dcee897d4 · outbound

This paper cites Decision theoretic generalizations of the pac model for neural net and other learning applications.

Active Learning via Regression Beyond Realizability Decision theoretic generalizations of the pac model for neural net and other learning applications

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:18:09.940558Z

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 a647aa80-718f-4544-9b95-6b1d0476a778 · outbound

This paper cites Sphere packing numbers for subsets of the boolean n-cube with bounded vapnik-chervonenkis dimension.

Active Learning via Regression Beyond Realizability Sphere packing numbers for subsets of the boolean n-cube with bounded vapnik-chervonenkis dimension

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:18:09.777528Z

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 52a67e14-c9f7-4047-8861-23277fb7b073 · outbound

This paper cites an unresolved cited work.

Active Learning via Regression Beyond Realizability Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-07T12:18:09.630669Z

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 96a5ec92-50bb-42f0-9e71-4a2849eaffc4 · outbound

This paper cites Minimax analysis of active learning.

Active Learning via Regression Beyond Realizability Minimax analysis of active learning

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:18:09.447192Z

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 da500060-563b-4a67-b356-15e7cbdedc98 · outbound

This paper cites Surrogate losses in passive and active learning.

Active Learning via Regression Beyond Realizability Surrogate losses in passive and active learning

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:18:09.279865Z

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 c41bbba1-17fc-4ebd-9923-70d0d25ebbb1 · outbound

This paper cites Active learning for cost-sensitive classification, 2021.

Active Learning via Regression Beyond Realizability Active learning for cost-sensitive classification, 2021

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:18:09.052607Z

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 518b2c75-8df4-4605-a28f-963cbf52508f · outbound

This paper cites Rademacher complexities and bounding the excess risk in active learning.

Active Learning via Regression Beyond Realizability Rademacher complexities and bounding the excess risk in active learning

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:18:08.886367Z

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 a31bea91-04b3-4def-9438-5962a610728c · outbound

This paper cites Nuances in margin conditions determine gains in active learning, 2022.

Active Learning via Regression Beyond Realizability Nuances in margin conditions determine gains in active learning, 2022

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:18:08.738210Z

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 087034f8-78b5-4106-aa58-fbd4fcb630ef · outbound

This paper cites Active learning in the non-realizable case.

Active Learning via Regression Beyond Realizability Active learning in the non-realizable case

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:18:08.599379Z

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 c08d3257-5c78-4705-bb28-2a42b49a7ffb · outbound

This paper cites Bartlett, and Robert C.

Active Learning via Regression Beyond Realizability Bartlett, and Robert C

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:18:08.388044Z

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 4e02387d-95ff-4c54-98e9-adc23fb5e8bb · outbound

This paper cites Adaptivity to noise parameters in nonparametric active learning, 2017.

Active Learning via Regression Beyond Realizability Adaptivity to noise parameters in nonparametric active learning, 2017

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:18:08.215994Z

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 8d68d2af-8925-4d60-ba52-d2a5ea796e79 · outbound

This paper cites Learning with square loss: Localization through offset rademacher complexity.

Active Learning via Regression Beyond Realizability Learning with square loss: Localization through offset rademacher complexity

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:18:08.039639Z

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 f6e4d801-c6ec-4e0b-b671-d795c0f74199 · outbound

This paper cites Plug-in approach to active learning.

Active Learning via Regression Beyond Realizability Plug-in approach to active learning

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:18:07.854934Z

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 c6512067-45de-497e-b244-c2f20b36dda2 · outbound

This paper cites Risk bounds for statistical learning.

Active Learning via Regression Beyond Realizability Risk bounds for statistical learning

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:18:07.678890Z

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 658979c8-cca5-4d59-a422-8651822b854d · outbound

This paper cites Convergence of Stochastic Processes.

Active Learning via Regression Beyond Realizability Convergence of Stochastic Processes

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:18:07.479634Z

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 c4c16ea4-7994-4995-9192-850efcde7031 · outbound

This paper cites Tsybakov.

Active Learning via Regression Beyond Realizability Tsybakov

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:18:07.317072Z

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 0686cb2a-f3fe-457d-9158-649641567090 · outbound

This paper cites Selective sampling and imitation learning via online regression.

Active Learning via Regression Beyond Realizability Selective sampling and imitation learning via online regression

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:18:07.130431Z

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 80b2a43e-0c10-410a-9bfe-89dd25d42449 · outbound

This paper cites Tsybakov.

Active Learning via Regression Beyond Realizability Tsybakov

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:18:06.963762Z

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 5d73e4e2-522f-4ee7-be8c-c7421deb44c5 · outbound

This paper cites Efficient active learning with abstention, 2022.

Active Learning via Regression Beyond Realizability Efficient active learning with abstention, 2022

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:18:06.788696Z

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.

Pith citing papers

Observation 8877db2d-f986-46b4-83b5-92b15eb3d65b · inbound

Near-Exponential Convergence Rates for kNN Classification based on Boltzmann Margin cites this paper.

Near-Exponential Convergence Rates for kNN Classification based on Boltzmann Margin Active Learning via Regression Beyond Realizability

Reference 58

Resolution: verified exact; arxiv_id, observed 2026-07-03T07:37:45.299168Z

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.