Paper Citation Record · LEDGER

Empirical Hypothesis Space Reduction

As of 17 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 0 inbound Pith citation observations for arXiv:1909.01576.

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

pith.paper-citation-record.v1
1909.01576 v1

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-14T05:22:39.772211Z

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

13 of 13 outbound references displayed

verified exact0
verified fuzzy10
unresolved2
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fd74a5e7-dae5-457c-bc93-714f15de5a99 · outbound

This paper cites Local rademacher complexities.

Empirical Hypothesis Space Reduction Local rademacher complexities

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:22:40.042953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ccf03e24-3d3b-40a8-ad60-df83a990b111 · outbound

This paper cites Rademacher and gaussian complexities: Risk bounds and structural results.Journal of Machine Learning Research, 3(Nov):463–482, 2002.

Empirical Hypothesis Space Reduction Rademacher and gaussian complexities: Risk bounds and structural results.Journal of Machine Learning Research, 3(Nov):463–482, 2002

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-14T05:22:39.712678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00461b71-7a07-4488-9531-62d5897f841e · outbound

This paper cites Robust solutions of optimization problems aﬀected by uncertain probabilities.

Empirical Hypothesis Space Reduction Robust solutions of optimization problems aﬀected by uncertain probabilities

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:22:40.012857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 9012e34a-604c-4da0-83d9-320afa817f81 · outbound

This paper cites Robust sample average approxima- tion.

Empirical Hypothesis Space Reduction Robust sample average approxima- tion

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:22:39.993981Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 237b198e-48c3-43f9-b6fb-e88b815e202f · outbound

This paper cites Theory of classiﬁcation: A survey of some recent advances.ESAIM: probability and statistics, 9:323–375, 2005.

Empirical Hypothesis Space Reduction Theory of classiﬁcation: A survey of some recent advances.ESAIM: probability and statistics, 9:323–375, 2005

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:22:39.975641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 18b8337b-4c15-4c6d-968c-3e15024c7572 · outbound

This paper cites Covering numbers for support vector machines.IEEE Transactions on Information Theory, 48(1):239– 250, 2002.

Empirical Hypothesis Space Reduction Covering numbers for support vector machines.IEEE Transactions on Information Theory, 48(1):239– 250, 2002

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:22:39.953102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 533853f7-5616-47aa-b6cf-ab2653db1437 · outbound

This paper cites On the complexity of linear prediction: Risk bounds, margin bounds, and regularization.

Empirical Hypothesis Space Reduction On the complexity of linear prediction: Risk bounds, margin bounds, and regularization

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:22:39.932032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d991d8de-9bb3-4b0e-a675-574466399ff9 · outbound

This paper cites Local rademacher complexities and oracle inequalities in risk minimization.

Empirical Hypothesis Space Reduction Local rademacher complexities and oracle inequalities in risk minimization

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:22:39.913082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 74c871ff-9818-4790-86d6-bce49173a327 · outbound

This paper cites Empirical bernstein bounds and sample variance penalization.

Empirical Hypothesis Space Reduction Empirical bernstein bounds and sample variance penalization

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:22:39.893835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e584e2dd-fb39-45cb-abf7-6d5dae381e57 · outbound

This paper cites Variance-based regularization with convex objectives.

Empirical Hypothesis Space Reduction Variance-based regularization with convex objectives

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:22:39.870467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation fda45e3b-421f-4bae-a392-5a5ead81085f · outbound

This paper cites Cambridge university press, 2014.

Empirical Hypothesis Space Reduction Cambridge university press, 2014

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-14T05:22:39.761995Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d443c877-ca48-4632-84e2-95d54016f02a · outbound

This paper cites SIAM, 2009.

Empirical Hypothesis Space Reduction SIAM, 2009

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-14T05:22:39.837409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3140d81f-60e7-462f-8317-a12d44b14af5 · outbound

This paper cites On the uniform convergence of relative frequencies of events to their probabilities.Theory of Probability and its Applications, 16(2):264, 1971.

Empirical Hypothesis Space Reduction On the uniform convergence of relative frequencies of events to their probabilities.Theory of Probability and its Applications, 16(2):264, 1971

Reference 13

Resolution: malformed identifier; raw_fallback, observed 2026-08-14T05:22:39.818159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Pith citing papers

No inbound Pith citation observations are available.