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Paper Citation Record · LEDGER

Understanding Machine Learning Paradigms through the Lens of Statistical Thermodynamics: A tutorial

As of 13 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 1 inbound Pith citation observation for arXiv:2411.15945.

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

pith.paper-citation-record.v1
2411.15945 v1

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T13:45:40.014576Z

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-21T03:42:39.920436Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-21T03:43:56.247303Z

Reference resolution

16 of 16 outbound references displayed

  • verified exact7
  • verified fuzzy1
  • unresolved5
  • parse uncertain0
  • malformed identifier3
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 959efd12-c29c-4b9a-89b2-8afcee068445 · outbound

This paper cites an unresolved cited work.

Understanding Machine Learning Paradigms through the Lens of Statistical Thermodynamics: A tutorial Unresolved cited work

Reference 10

Resolution
verified exact
doi, observed 2026-08-12T13:45:40.082963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 784b7067-a97e-4ff3-a30b-70badd3252d4 · outbound

This paper cites G´ abor Pete,´Ad´ am Tim´ ar, Sigurdur¨Orn Stef´ ansson, Ivan Bonamassa, and M´ arton P´ osfai.

Understanding Machine Learning Paradigms through the Lens of Statistical Thermodynamics: A tutorial G´ abor Pete,´Ad´ am Tim´ ar, Sigurdur¨Orn Stef´ ansson, Ivan Bonamassa, and M´ arton P´ osfai

Reference 11

Resolution
verified exact
doi, observed 2026-08-12T13:45:40.068467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation d187773c-9733-405b-897f-20519a4f8c83 · outbound

This paper cites an unresolved cited work.

Understanding Machine Learning Paradigms through the Lens of Statistical Thermodynamics: A tutorial Unresolved cited work

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-12T13:45:39.995204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation cbfeee1a-e131-474f-9fbb-382621fdb6e1 · outbound

This paper cites 2015.7133169.

Understanding Machine Learning Paradigms through the Lens of Statistical Thermodynamics: A tutorial 2015.7133169

Reference 14

Resolution
malformed identifier
doi_truncated, observed 2026-08-12T13:45:40.416133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 76174225-100d-4d9d-a719-381ee0a2d3d3 · outbound

This paper cites an unresolved cited work.

Understanding Machine Learning Paradigms through the Lens of Statistical Thermodynamics: A tutorial Unresolved cited work

Reference 1983

Resolution
verified exact
doi, observed 2026-08-12T13:45:40.130630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:45:39.971168Z digest=sha256:45d51a15f73ab44500a86ade67a5d37bcfc4b001a47ed97f701d81b91df0b919

Observation b48c1fc5-6077-4b0b-86a3-a2c8d566e543 · outbound

This paper cites Leslie Valiant.

Understanding Machine Learning Paradigms through the Lens of Statistical Thermodynamics: A tutorial Leslie Valiant

Reference 1984

Resolution
unresolved
no resolver link, observed 2026-08-12T13:45:40.009048Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T13:45:40.009048Z digest=sha256:a5e275dc4dd16388e724bb239fc454e9a1f924ddcd7e8804f662ff3b3818b2d0

Observation fa80834b-d868-4566-b08e-96bd2fb6f213 · outbound

This paper cites Giuseppe Carleo, Ignacio Cirac, Kyle Cranmer, Laurent Daud et, Maria Schuld, Naftali Tishby, Leslie Vogt-Maranto, and Lenka Zdeborov´ a.

Understanding Machine Learning Paradigms through the Lens of Statistical Thermodynamics: A tutorial Giuseppe Carleo, Ignacio Cirac, Kyle Cranmer, Laurent Daud et, Maria Schuld, Naftali Tishby, Leslie Vogt-Maranto, and Lenka Zdeborov´ a

Reference 1985

Resolution
unresolved
no resolver link, observed 2026-08-12T13:45:39.939568Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T13:45:39.939568Z digest=sha256:b0c53eac8b2d37119097e3a2c4c6a9e504b77da523a9a9f7a1143847cf409475

Observation 2fe1713e-b624-4d2b-a676-ad99c795e220 · outbound

This paper cites URL https://www.worldscientific.com/doi/abs/10.1142/0271.

Understanding Machine Learning Paradigms through the Lens of Statistical Thermodynamics: A tutorial URL https://www.worldscientific.com/doi/abs/10.1142/0271

Reference 1986

Resolution
malformed identifier
no resolver link, observed 2026-08-12T13:45:39.981557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T13:45:39.981557Z digest=sha256:fa71ce3f4fa160d07140bcf7e47c8783a24471790705f62adc4d03bcb99537bc

Observation 4399e646-cf73-4d41-8ed1-b23de153a0f2 · outbound

This paper cites Tishby and N.

Understanding Machine Learning Paradigms through the Lens of Statistical Thermodynamics: A tutorial Tishby and N

Reference 1990

Resolution
verified fuzzy
raw_fallback, observed 2026-08-12T13:45:40.636939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation f6ceb6e3-e362-4355-b19c-aa5832b0eade · outbound

This paper cites URL https://link.aps.org/doi/10.1103/RevModPhys.65.499.

Understanding Machine Learning Paradigms through the Lens of Statistical Thermodynamics: A tutorial URL https://link.aps.org/doi/10.1103/RevModPhys.65.499

Reference 1993

Resolution
verified exact
doi, observed 2026-08-12T13:45:40.052452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

source=pdf_text observed=2026-08-12T13:45:40.014576Z digest=sha256:ded4b5102bbdef99959081175d6db4e51cdff240be9380d6dd52bc769a31cb3b

Observation 2e36d369-6191-455f-92b1-e122fb7ed95e · outbound

This paper cites M Mezard, G Parisi, and M Virasoro.

Understanding Machine Learning Paradigms through the Lens of Statistical Thermodynamics: A tutorial M Mezard, G Parisi, and M Virasoro

Reference 1999

Resolution
verified exact
doi, observed 2026-08-12T13:45:40.108950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation c1c86b59-4f99-46c8-bb12-aa3c70542111 · outbound

This paper cites 0909892106.

Understanding Machine Learning Paradigms through the Lens of Statistical Thermodynamics: A tutorial 0909892106

Reference 2009

Resolution
malformed identifier
no resolver link, observed 2026-08-12T13:45:39.949810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T13:45:39.949810Z digest=sha256:f67ff1bb1b2cb9fc4cccfadcc812c0dd7477c2856722c2e95388db33babb9adb

Observation 358f8712-6f2c-424b-ae84-268b3f173d12 · outbound

This paper cites Karl Friston, Francesco Rigoli, and Giovanni Pezzulo.

Understanding Machine Learning Paradigms through the Lens of Statistical Thermodynamics: A tutorial Karl Friston, Francesco Rigoli, and Giovanni Pezzulo

Reference 2015

Resolution
unresolved
no resolver link, observed 2026-08-12T13:45:39.954644Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T13:45:39.954644Z digest=sha256:1e2bdee2ae3cec36882e5773f9b3a7aa83d4de8b4dabb31976a7e84292fde298

Observation fe3a1210-de04-459d-b654-8cf8f9ebc202 · outbound

This paper cites an unresolved cited work.

Understanding Machine Learning Paradigms through the Lens of Statistical Thermodynamics: A tutorial Unresolved cited work

Reference 2016

Resolution
verified exact
doi, observed 2026-08-12T13:45:40.160019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Observation 6e8c0b35-2b22-457e-bb30-bbc5cdf2c51c · outbound

This paper cites Gregory J.

Understanding Machine Learning Paradigms through the Lens of Statistical Thermodynamics: A tutorial Gregory J

Reference 2019

Resolution
unresolved
no resolver link, observed 2026-08-12T13:45:39.944744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-12T13:45:39.944744Z digest=sha256:6adc3c5dc910c1cc5fa8dc6511488da4c624a56784ee9c1809486d2257ca8dae

Observation 1abe76b8-f0ca-4d3e-aa2a-baa1db3d2e96 · outbound

This paper cites Geoffrey E.

Understanding Machine Learning Paradigms through the Lens of Statistical Thermodynamics: A tutorial Geoffrey E

Reference 2024

Resolution
verified exact
doi, observed 2026-08-12T13:45:40.145560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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Pith citing papers

Observation 09845d60-46b2-41de-9a00-d79cd2756631 · inbound

Random Matrix Spectra from Boltzmann-Weighted Lattice Ensembles cites this paper.

Random Matrix Spectra from Boltzmann-Weighted Lattice Ensembles Understanding Machine Learning Paradigms through the Lens of Statistical Thermodynamics: A tutorial

Reference 45

Resolution
verified exact
arxiv_id, observed 2026-05-21T03:43:56.248994Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

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