Paper Citation Record · LEDGER

Epistemic Uncertainty Sampling

As of 21 August 2026, this Paper Citation Record lists 23 of 23 outbound references and 1 inbound Pith citation observation for arXiv:1909.00218.

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

pith.paper-citation-record.v1
1909.00218 v1

Coverage vector

measured 23 of 23 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T06:01:44.552176Z

measured 24 of 24 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-27T19:22:23.768249Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T21:57:26.119248Z

Reference resolution

23 of 23 outbound references displayed

verified exact0
verified fuzzy21
unresolved2
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 86dd52bc-9b99-4bb0-aaf4-7702c5de99c6 · outbound

This paper cites Active learning by the naive credal classiﬁer.

Epistemic Uncertainty Sampling Active learning by the naive credal classiﬁer

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T06:01:44.869000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2984981d-7a09-435a-9029-6d835a08a9e7 · outbound

This paper cites On the foundations of statistical inference.

Epistemic Uncertainty Sampling On the foundations of statistical inference

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T06:01:44.855386Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 043f28c5-a7f0-42db-83d9-4400232694f5 · outbound

This paper cites Local learning algorithms.

Epistemic Uncertainty Sampling Local learning algorithms

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T06:01:44.842341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8cf334fa-e28f-47c3-bc22-36c5182a5f89 · outbound

This paper cites Active learning for parzen window classiﬁer.

Epistemic Uncertainty Sampling Active learning for parzen window classiﬁer

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T06:01:44.830899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 33723695-774f-4a47-b7dc-a1232751b5ca · outbound

This paper cites Nearest neighbor pattern classiﬁcation.

Epistemic Uncertainty Sampling Nearest neighbor pattern classiﬁcation

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T06:01:44.818878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b342bac7-e2fa-4048-b703-336e6e0695ad · outbound

This paper cites A survey on instance selection for active learning.

Epistemic Uncertainty Sampling A survey on instance selection for active learning

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T06:01:44.806535Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 333b9a27-a53c-4257-b694-57b76dead1e3 · outbound

This paper cites The ele- ments of statistical learning: Data mining, inference and prediction.

Epistemic Uncertainty Sampling The ele- ments of statistical learning: Data mining, inference and prediction

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T06:01:44.791460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 55a3d6f5-1a82-4740-8f63-4f588dbd2fa6 · outbound

This paper cites Aleatory and epistemic uncertainty in probability elicitation with an example from hazardous waste management.

Epistemic Uncertainty Sampling Aleatory and epistemic uncertainty in probability elicitation with an example from hazardous waste management

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-14T06:01:44.482701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0efac5d2-8d47-4b29-b628-b841d6820580 · outbound

This paper cites Kendall and Y.

Epistemic Uncertainty Sampling Kendall and Y

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T06:01:44.771030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0b0a2e73-e132-4ef3-9c7a-7e11fb507a2e · outbound

This paper cites A nearest neighbor bootstrap for resampling hy- drologic time series.

Epistemic Uncertainty Sampling A nearest neighbor bootstrap for resampling hy- drologic time series

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T06:01:44.758664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a5c9b32e-780a-4e9a-8715-022e4637f232 · outbound

This paper cites A sequential algorithm for training text classi- ﬁers.

Epistemic Uncertainty Sampling A sequential algorithm for training text classi- ﬁers

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T06:01:44.743665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation fc08020f-5b0d-4eb6-9390-ce6f59799507 · outbound

This paper cites Applied Logistic Regression Analysis, volume 106.

Epistemic Uncertainty Sampling Applied Logistic Regression Analysis, volume 106

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T06:01:44.728727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 66863321-1ca1-4bd0-ab61-9da1746476f8 · outbound

This paper cites Reliable multi-class classiﬁcation based on pairwise epistemic and aleatoric uncer- tainty.

Epistemic Uncertainty Sampling Reliable multi-class classiﬁcation based on pairwise epistemic and aleatoric uncer- tainty

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T06:01:44.714864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4f9d0012-7723-4489-b132-408466f8fb6c · outbound

This paper cites Numerical Optimization.

Epistemic Uncertainty Sampling Numerical Optimization

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T06:01:44.702071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d164532b-7eae-4443-a045-d1e0518b0483 · outbound

This paper cites Sequential quadratic programming methods.

Epistemic Uncertainty Sampling Sequential quadratic programming methods

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T06:01:44.691124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a23dc8e6-3f49-425e-b99f-2318965f0fcb · outbound

This paper cites Ross Quinlan.

Epistemic Uncertainty Sampling Ross Quinlan

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-14T06:01:44.522145Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation adbecce4-787c-4dd4-852d-2d0a6e8bd835 · outbound

This paper cites Regularized logistic regression is strictly convex.

Epistemic Uncertainty Sampling Regularized logistic regression is strictly convex

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T06:01:44.671015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8cdec6de-7160-4ca1-b385-9544836ad801 · outbound

This paper cites A survey of decision tree classiﬁer method- ology.

Epistemic Uncertainty Sampling A survey of decision tree classiﬁer method- ology

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T06:01:44.657326Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5a1b6b69-f1f4-4618-8387-4a2a55b0f77d · outbound

This paper cites Reliable classiﬁcation: Learning classiﬁers that distinguish aleatoric and epistemic uncertainty.

Epistemic Uncertainty Sampling Reliable classiﬁcation: Learning classiﬁers that distinguish aleatoric and epistemic uncertainty

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T06:01:44.641294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2898ad5b-fad2-4328-9915-2696cd0bac16 · outbound

This paper cites Active learning literature survey.

Epistemic Uncertainty Sampling Active learning literature survey

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T06:01:44.628564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6b0071ca-1bb3-43e3-97f6-c0cded4a6adf · outbound

This paper cites Evidence-based uncertainty sampling for active learning.

Epistemic Uncertainty Sampling Evidence-based uncertainty sampling for active learning

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T06:01:44.615555Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d6238152-a3e1-4338-a8ad-a3ec1bd9c5fc · outbound

This paper cites An overview of statistical learning theory.

Epistemic Uncertainty Sampling An overview of statistical learning theory

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T06:01:44.602440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c37bb261-1644-4aec-aa43-03bcf4fa9e0d · outbound

This paper cites Upper probabilities based only on the likelihood function.

Epistemic Uncertainty Sampling Upper probabilities based only on the likelihood function

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T06:01:44.588966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

Observation fb5bbe27-40fc-4788-88f7-4afd02054b42 · inbound

Variational Proximal Policy Optimization cites this paper.

Variational Proximal Policy Optimization Epistemic Uncertainty Sampling

Reference 110

Resolution: verified exact; arxiv_id, observed 2026-07-02T21:57:26.120549Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.