Pith. sign in

Paper Citation Record · LEDGER

Machine Learning vs Deep Learning: The Generalization Problem

As of 11 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 5 inbound Pith citation observations for arXiv:2403.01621.

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

pith.paper-citation-record.v1
2403.01621 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 5 of 5 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-08T11:51:03.209033Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T18:40:03.484077Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation f2f48b61-537a-4d80-ab1e-f866f0074e05 · inbound

Contrastive Learning for Robust Representations of Neutrino Data cites this paper.

Contrastive Learning for Robust Representations of Neutrino Data Machine Learning vs Deep Learning: The Generalization Problem

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-08T11:51:03.209033Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T11:51:03.209033Z digest=sha256:c883936739e34eaf95a3b000d45216137f12994ecfe951c82915455743079098

Observation 8fa8011b-3cdd-4537-a9b5-2fe6d75834e0 · inbound

Solve for the Hyperparameter, Skip the Search: Kolmogorov-Optimal Scaling Laws for Spline Regression cites this paper.

Solve for the Hyperparameter, Skip the Search: Kolmogorov-Optimal Scaling Laws for Spline Regression Machine Learning vs Deep Learning: The Generalization Problem

Reference 47

Resolution
verified exact
arxiv_id, observed 2026-07-04T10:29:44.737303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-06-26T08:51:34.162328Z digest=sha256:35fabd6552c0323ae1cf128a7f95d28d96618866c990e124b70ea5eb70d6257b

Observation ecf1ebdc-44f9-42c7-9f77-ec7dc7bf0329 · inbound

No 3D Matrices: A Unified Tensor-Product View of Matrix-Free Cartesian PDE Solvers cites this paper.

No 3D Matrices: A Unified Tensor-Product View of Matrix-Free Cartesian PDE Solvers Machine Learning vs Deep Learning: The Generalization Problem

Reference 36

Resolution
verified exact
arxiv_id, observed 2026-07-04T18:40:03.485540Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-06-25T22:35:19.470629Z digest=sha256:b54d7a2576a1c5425d62d0dbe7cca3d867e29c3de8099ff585b80ce66d21a706

Observation 37401d15-76aa-43d7-8185-a341bdf07a85 · inbound

When More Sampling Hurts: The Modal Ceiling and Correlation Ceiling of Test-Time Scaling cites this paper.

When More Sampling Hurts: The Modal Ceiling and Correlation Ceiling of Test-Time Scaling Machine Learning vs Deep Learning: The Generalization Problem

Reference 25

Resolution
verified exact
arxiv_id, observed 2026-06-30T09:44:37.135829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-30T09:44:27.786630Z digest=sha256:04970e5c0d5df73da3716cd1519782fe285cae40c25d3f95e6c1cf6a24107ce2

Observation 8bdaa990-ac55-44ce-8222-7d21147fc1d4 · inbound

GRPO, Dr. GRPO, and DAPO Are Three Operations on One Number: The Group-Standard-Deviation Identity cites this paper.

GRPO, Dr. GRPO, and DAPO Are Three Operations on One Number: The Group-Standard-Deviation Identity Machine Learning vs Deep Learning: The Generalization Problem

Reference 21

Resolution
verified exact
arxiv_id, observed 2026-07-02T19:57:19.053797Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-07-02T19:52:43.147416Z digest=sha256:d6edcf54a45fe5b793f04bac099f4dbd13eddcdcad0b4cb14d0f17833572b4b1