Pith. sign in

Paper Citation Record · LEDGER

Quantifying imperfect cognition via achieved information gain

As of 11 August 2026, this Paper Citation Record lists 65 of 65 outbound references and 0 inbound Pith citation observations for arXiv:2502.04088.

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

pith.paper-citation-record.v1
2502.04088 v3

Coverage vector

measured 65 of 65 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T23:45:25.508152Z

measured 65 of 65 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+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

65 of 65 outbound references displayed

  • verified exact6
  • verified fuzzy41
  • unresolved13
  • parse uncertain0
  • malformed identifier5
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8715a8af-cb7a-4e8d-bda0-083b434ae9a5 · outbound

This paper cites On Information and Sufficiency.

Quantifying imperfect cognition via achieved information gain On Information and Sufficiency

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-08T23:45:25.334094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T23:45:25.334094Z digest=sha256:07fec70c6b53eca72e626775d6001a6e5fc557ac666c66bd8a0d9140d61d4b9a

Observation 2c76c5f0-2f08-463b-af6f-9b62d145f905 · outbound

This paper cites Thermodynamics.Vol.1.Long- mans, Green and Company, 1906.

Quantifying imperfect cognition via achieved information gain Thermodynamics.Vol.1.Long- mans, Green and Company, 1906

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:45:26.336299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T23:45:25.337557Z digest=sha256:bf41b9122cf5159d2f671a594ee07c24705e0c2219896c6d171db97f3691ed66

Observation 4c4d0f92-3152-425b-9839-65bc5f3bb369 · outbound

This paper cites A Mathematical Theory of Communication.

Quantifying imperfect cognition via achieved information gain A Mathematical Theory of Communication

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:45:26.329195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T23:45:25.340483Z digest=sha256:beecd53e81d64732628a58d16d96e1dc7051dadba9c9f254307cf4c390bd62d5

Observation 689d3589-d15c-4130-9475-5186af7f4e11 · outbound

This paper cites Measures of the value of informa- tion.

Quantifying imperfect cognition via achieved information gain Measures of the value of informa- tion

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:45:26.322128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T23:45:25.343457Z digest=sha256:58d890818758f5f34c5ab04a41df1c7d085774ca5efe57f6163bd81837a2ef1b

Observation 5f16d5fd-1978-4f21-b30b-8592d0ec71e0 · outbound

This paper cites “Good” probability assessors.

Quantifying imperfect cognition via achieved information gain “Good” probability assessors

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:45:26.314576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T23:45:25.349111Z digest=sha256:c28c14169496713bbbe95f109f4eae8e061fb68816e9c619bb87743c58f2cd0d

Observation 9dc5f81b-5542-4827-95cc-bed6741846e8 · outbound

This paper cites Updating probabil- ities.

Quantifying imperfect cognition via achieved information gain Updating probabil- ities

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:45:26.306711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T23:45:25.352251Z digest=sha256:e3b360881d22714b7af2dfe081170a62cf10c43eaaa913f4efade031e47b701a

Observation 3728e308-45ce-423d-9add-509ebede1632 · outbound

This paper cites Strictly proper scoring rules, prediction, and estimation.

Quantifying imperfect cognition via achieved information gain Strictly proper scoring rules, prediction, and estimation

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:45:26.299522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T23:45:25.354780Z digest=sha256:c5d19732797d63e97f7fd2c8b874027dc021d0f51e88975ae486aa62cbd0d4fc

Observation c2bf1fb5-f1e4-4ac7-88ca-d8e636f5be64 · outbound

This paper cites Foundations of inference.

Quantifying imperfect cognition via achieved information gain Foundations of inference

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:45:26.292143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T23:45:25.357320Z digest=sha256:8e6242f98228c6b9a65338dce0f883c606465cf8d972349e6f86b3f3b740b606

Observation 47fd616d-48e1-4074-bc46-c96a0d8059a6 · outbound

This paper cites Optimal Belief Approximation.

Quantifying imperfect cognition via achieved information gain Optimal Belief Approximation

Reference 10

Resolution
verified exact
local_arxiv, observed 2026-08-08T23:45:25.664294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T23:45:25.359732Z digest=sha256:11d99700e8d1943a9aa426f99f43125f0243ade3ef6084984edade73cfc22787

Observation 41444c2c-d6dc-4080-a208-bc6947d22734 · outbound

This paper cites Divergence and Sufficiency for Convex Optimization.

Quantifying imperfect cognition via achieved information gain Divergence and Sufficiency for Convex Optimization

Reference 11

Resolution
verified exact
doi, observed 2026-08-08T23:45:25.593891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T23:45:25.362660Z digest=sha256:9f7100dd0f296c5a30c5b835a1d2e5ce53ec453b7124e985650ae10bb40cc711

Observation 769f8fc8-3129-4f63-a5e6-ba97ff08968e · outbound

This paper cites Theoret- ical aspects on measures of directed information with simulations.

Quantifying imperfect cognition via achieved information gain Theoret- ical aspects on measures of directed information with simulations

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:45:26.284991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T23:45:25.365360Z digest=sha256:d6ffaabe0c95fe69b381ddc2b3a27c9d9e1d556ad6f09692253cdf86780490da

Observation c94108bf-8f78-4bb7-afa0-0417d727052c · outbound

This paper cites Attention to Entropic Communication.

Quantifying imperfect cognition via achieved information gain Attention to Entropic Communication

Reference 13

Resolution
verified exact
local_arxiv, observed 2026-08-08T23:45:25.654481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T23:45:25.367807Z digest=sha256:20c16cbd7f80599fe8f44e45227af18bcfc00d4a664b59f4ad7f4ac81bee03a7

Observation 9ac76f78-2c3f-4062-bc88-c048449037e3 · outbound

This paper cites Information Theory and Statisti- cal Mechanics.

Quantifying imperfect cognition via achieved information gain Information Theory and Statisti- cal Mechanics

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-08T23:45:25.370510Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T23:45:25.370510Z digest=sha256:634619e989cd56a1aa87481db0118f85e19b5f375e141ef096cb29fc95ca50af

Observation ae49f73b-e2e2-40a7-bc9f-014ab774243a · outbound

This paper cites Information Theory and Statistical Mechanics. II.

Quantifying imperfect cognition via achieved information gain Information Theory and Statistical Mechanics. II

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-08T23:45:25.373427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T23:45:25.373427Z digest=sha256:81042f3c44f760480718318c33a862ec9a55d41a218ee16bc1f2492f0115c0c5

Observation c4eafe9c-bbd5-4385-a6c9-20800e620d9f · outbound

This paper cites Information theory and statisti- cal mechanics (notes by the lecturer).

Quantifying imperfect cognition via achieved information gain Information theory and statisti- cal mechanics (notes by the lecturer)

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:45:26.277624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T23:45:25.376081Z digest=sha256:36cfb8c3491bddf2b6a10a6f274d07b80026d638b62928ceddb3520443313fe9

Observation 56df6cb4-d12a-464e-b8b0-fb78ea662b22 · outbound

This paper cites Prior probabilities.

Quantifying imperfect cognition via achieved information gain Prior probabilities

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:45:26.270383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T23:45:25.378683Z digest=sha256:b4d810f4aff21e2a747b00912f6c716700210f8834d2cd13d645e15ac2300723

Observation 83f3f918-a3aa-4d2a-8e1b-c53401ca6fa3 · outbound

This paper cites an unresolved cited work.

Quantifying imperfect cognition via achieved information gain Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-08T23:45:26.262745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T23:45:25.381088Z digest=sha256:9a59662a434fceedd053a0295729719a5b70f6941a4884692d881c37d4eb65c7

Observation 0e118157-2229-4898-bb32-e5f83a08c96e · outbound

This paper cites Expectation Propagation for approximate Bayesian inference.

Quantifying imperfect cognition via achieved information gain Expectation Propagation for approximate Bayesian inference

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-08T23:45:25.383712Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T23:45:25.383712Z digest=sha256:ac9cb5479599f557a682a79e7ac5cf62192ecc4e000bbf60cc6c9930fa8fadf2

Observation f8c085ce-666e-42bd-997b-c6b9b948fa72 · outbound

This paper cites Variational inference: A review for statisticians.

Quantifying imperfect cognition via achieved information gain Variational inference: A review for statisticians

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:45:26.254965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T23:45:25.386647Z digest=sha256:eaa77787676db96f7642cebe66a9999036535eb4d5066411c45d2fc445f5a105

Observation 645d359f-5891-4be8-b131-3bcf49271344 · outbound

This paper cites Metric Gaussian Variational Inference.

Quantifying imperfect cognition via achieved information gain Metric Gaussian Variational Inference

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-08T23:45:25.389129Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T23:45:25.389129Z digest=sha256:d61b40d81ed9904aed75d1061d3a0e74aa03a99ce7aed04ecf4a0fe331069177

Observation 27139941-b6e5-4b35-bccf-bc0a14ea31eb · outbound

This paper cites Geometric variational inference.

Quantifying imperfect cognition via achieved information gain Geometric variational inference

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-08T23:45:25.391889Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T23:45:25.391889Z digest=sha256:a77d372abcafa15d1a213b550b49b3c195035fae8b633c915079d6e80fa94c01

Observation d98e3936-5d38-4699-ad54-d467249f395a · outbound

This paper cites Information geometry.

Quantifying imperfect cognition via achieved information gain Information geometry

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:45:26.247241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T23:45:25.394733Z digest=sha256:a4ff297ea24a4fbb9a980c10fedc0005dc9c40f1f77e0cb6711a949356f957a7

Observation 3df7484d-686a-4ddc-94e7-3464b7b1af26 · outbound

This paper cites Information geometry.

Quantifying imperfect cognition via achieved information gain Information geometry

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:45:26.239911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T23:45:25.397141Z digest=sha256:3d954699730ad92db87254bafdc2b5af0bd87ed3698b4775c80185fc72472e8b

Observation 3ed616fd-24f3-4cb7-814e-070fb70a4851 · outbound

This paper cites MIT press, 2001.

Quantifying imperfect cognition via achieved information gain MIT press, 2001

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:45:26.232521Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T23:45:25.399586Z digest=sha256:8e0c3911cd8118145dca6096a6b27b660ef5de32a5c632492d962ea41eaa1b83

Observation 683ba7bc-f6a7-423e-b3e2-99ef1742d4b2 · outbound

This paper cites An Idiosyncratic Journey Be- yond Mean Field Theory.

Quantifying imperfect cognition via achieved information gain An Idiosyncratic Journey Be- yond Mean Field Theory

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:45:26.225404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T23:45:25.402046Z digest=sha256:2f4fb837077aa3e4eb4400f774941746ee02b2d55dcbbef5725eb332a6375875

Observation 3b5cba70-7d97-4c72-a33b-f23f3be54970 · outbound

This paper cites Information Geometry of Alpha- Projection in Mean Field Approximation.

Quantifying imperfect cognition via achieved information gain Information Geometry of Alpha- Projection in Mean Field Approximation

Reference 28

Resolution
verified exact
doi, observed 2026-08-08T23:45:25.573856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T23:45:25.409809Z digest=sha256:cdf341a3977339baf9c92f5fb336342dd7b6406123ab6be6f19c44ce2ee7ca10

Observation 1046b639-767e-48a6-907c-eedc8ef0cfb4 · outbound

This paper cites Information Geometry of Mean- Field Approximation.

Quantifying imperfect cognition via achieved information gain Information Geometry of Mean- Field Approximation

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:45:26.216559Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T23:45:25.412250Z digest=sha256:4780e959b0d9b408a8bbc5cd67fc1cd68a7a5573b0d56897fcbec2040d1858fb

Observation 59b534f2-0f85-4248-babf-d9991169da44 · outbound

This paper cites Practical variational inference for neu- ral networks.

Quantifying imperfect cognition via achieved information gain Practical variational inference for neu- ral networks

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:45:26.209178Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T23:45:25.417284Z digest=sha256:6e17f87bae14b370ee2166d4d022f0e7f41018c7bf0afedc97cbae524722d568

Observation 04b776bf-41c5-422f-b9b5-ff4b14014bbd · outbound

This paper cites eprint: https://direct.mit.edu/ book/chapter-pdf/180244/9780262281058\_caq.

Quantifying imperfect cognition via achieved information gain eprint: https://direct.mit.edu/ book/chapter-pdf/180244/9780262281058\_caq

Reference 31

Resolution
malformed identifier
no resolver link, observed 2026-08-08T23:45:25.414763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T23:45:25.414763Z digest=sha256:398459bc06c9bfe1a084900f9d6af6e58fc41c14fc99455b4f698383a7bc8bf5

Observation dee1019a-50bf-416e-a2a2-6436061fa5bc · outbound

This paper cites An in- troduction to variational autoencoders.

Quantifying imperfect cognition via achieved information gain An in- troduction to variational autoencoders

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:45:26.194717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T23:45:25.422098Z digest=sha256:22682b233ba57f1fe3ce71acceff77a64dec3695f9d0c5bdba31d5a02bee608c

Observation 33119897-6772-4f20-81db-0b89ed4d75e5 · outbound

This paper cites Stochastic gradient VB and the variational auto-encoder.

Quantifying imperfect cognition via achieved information gain Stochastic gradient VB and the variational auto-encoder

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:45:26.201990Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T23:45:25.419669Z digest=sha256:dcdf95adbefc94b2d0df9502055ceb672308543e79faf31d05f4df7c68f33d07

Observation d3738bc7-ce67-42e4-a14b-534f0db2dcae · outbound

This paper cites Probabilistic Autoencoder Using Fisher In- formation.

Quantifying imperfect cognition via achieved information gain Probabilistic Autoencoder Using Fisher In- formation

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:45:26.178968Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T23:45:25.427432Z digest=sha256:6f2b35c79db6cfd3a4a7fce87183b7c9a4b3dc3c68021cc82b42d3f8bb043b61

Observation 20870039-6f05-4c81-84da-2624f7fce386 · outbound

This paper cites Bayesian decomposition of the Galactic multi-frequency sky using probabilis- tic autoencoders.

Quantifying imperfect cognition via achieved information gain Bayesian decomposition of the Galactic multi-frequency sky using probabilis- tic autoencoders

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:45:26.187659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T23:45:25.424604Z digest=sha256:a2b30a2684d1f61ce5da23a01445424b063f912eba6de01fa0c0f6a4055ed0f4

Observation 5460f533-060d-49fd-9303-b58a49598eb6 · outbound

This paper cites Data compression.

Quantifying imperfect cognition via achieved information gain Data compression

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:45:26.164341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T23:45:25.432378Z digest=sha256:ccef678a2630b87fe839405b711a038a9a8f70d404adfba4dc623c5fd54b087b

Observation f257be7e-72cb-4a80-91b2-2b6a9c39ad00 · outbound

This paper cites Probability of error for optimal codes in a Gaussian channel.

Quantifying imperfect cognition via achieved information gain Probability of error for optimal codes in a Gaussian channel

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:45:26.171736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T23:45:25.429897Z digest=sha256:854ee2aaafabed09e5421d82267dd96c9af119afbc6625a2af52de91532a8d6e

Observation 0f70f85d-c0a3-4a74-8a3c-ad5173faf33a · outbound

This paper cites Model fusion with Kullback- Leibler divergence.

Quantifying imperfect cognition via achieved information gain Model fusion with Kullback- Leibler divergence

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:45:26.149965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T23:45:25.437183Z digest=sha256:f180d9db2c83acedcaef4b873cc6e65a4844b2c63893e793339c73c824ebbb24

Observation 8d165554-4b9a-4a55-a60e-b1fe853098c7 · outbound

This paper cites Toward bayesian data compression.

Quantifying imperfect cognition via achieved information gain Toward bayesian data compression

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:45:26.156998Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T23:45:25.434824Z digest=sha256:fbf5c2f86f80fcbc6ac2340c39e9cdebb159148010c60760c382799960493fc5

Observation 431c3c30-4549-4212-89ef-cdbe96c2e941 · outbound

This paper cites Methods and tools for causal discovery and causal inference.

Quantifying imperfect cognition via achieved information gain Methods and tools for causal discovery and causal inference

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:45:26.134952Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T23:45:25.442019Z digest=sha256:e8c56467584daa32a0985e9c2dcf8c7188833e46c85b2d94ac5d4ae452b3bfd7

Observation e7fdd2fd-b972-4b7c-9571-8bdb69ce05d2 · outbound

This paper cites Mutual Infor- mationBasedMatchingforCausalInferencewithOb- servational Data.

Quantifying imperfect cognition via achieved information gain Mutual Infor- mationBasedMatchingforCausalInferencewithOb- servational Data

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:45:26.142244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T23:45:25.439617Z digest=sha256:aae72274cf25bf3438baab9503f398bcb7509504fc45b742a293d36455a1d56a

Observation 28ae7307-c325-4bb6-a59a-d4a727776a61 · outbound

This paper cites The free energy prin- ciple for action and perception: A mathematical re- view.

Quantifying imperfect cognition via achieved information gain The free energy prin- ciple for action and perception: A mathematical re- view

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:45:26.127862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T23:45:25.447387Z digest=sha256:3460c11cf342ca1fba2ed846595a2fe56acb18f8992e02c705a34cc883d9f019

Observation 4478e9d0-06bb-4602-a4c8-0ec67af8b604 · outbound

This paper cites Inference with minimal Gibbs free energy in information field theory.

Quantifying imperfect cognition via achieved information gain Inference with minimal Gibbs free energy in information field theory

Reference 43

Resolution
verified exact
local_arxiv, observed 2026-08-08T23:45:25.623240Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T23:45:25.444394Z digest=sha256:2b6e6d3d32081a2703ccdce6aeca7967c07b2cc99bc19c22a005b8c00d51751d

Observation 2a18db68-1859-4eb2-bb54-a8d7d2312c8f · outbound

This paper cites Sophisticated Inference.

Quantifying imperfect cognition via achieved information gain Sophisticated Inference

Reference 44

Resolution
malformed identifier
no resolver link, observed 2026-08-08T23:45:25.452275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T23:45:25.452275Z digest=sha256:f19ef1a062a9f4674253f1bbae23c400a554bbad077a1fb8eaa01d33b19482f7

Observation fdb0c70a-ca3a-4f8f-85f6-61c4d8e13def · outbound

This paper cites Active inference on discrete state-spaces: A synthesis.

Quantifying imperfect cognition via achieved information gain Active inference on discrete state-spaces: A synthesis

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:45:26.120600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T23:45:25.449863Z digest=sha256:1c644310e12628293dea6388534d053a9efad17c03fc45eb86c59a05e3948d2e

Observation 521084f1-2004-4103-b13c-ec08ea47be62 · outbound

This paper cites Kullback-Leibler information as a basis for strong inference in ecological studies.

Quantifying imperfect cognition via achieved information gain Kullback-Leibler information as a basis for strong inference in ecological studies

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:45:26.113328Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T23:45:25.457473Z digest=sha256:b8b759e71c17bd5723be0b8ba4d5c65d59deb8f0e1d38d9c69b4f8347a1b8551

Observation 611b3e61-9295-41c5-91f8-5dd7001037f3 · outbound

This paper cites Reframing the Expected Free Energy: Four Formulations and a Unification.

Quantifying imperfect cognition via achieved information gain Reframing the Expected Free Energy: Four Formulations and a Unification

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-08T23:45:25.454764Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T23:45:25.454764Z digest=sha256:f1bb0db404a7cfd0c91d616cbfa7eaf0c6b33bb2091b554a46cceb6464247c4d

Observation 4bdfdd94-fabc-455b-92d6-7acebf9d5c1e · outbound

This paper cites A Reputation Game Simulation: Emergent Social Phenomena from Information Theory.

Quantifying imperfect cognition via achieved information gain A Reputation Game Simulation: Emergent Social Phenomena from Information Theory

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:45:26.098874Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T23:45:25.462274Z digest=sha256:392bb5296b7c9d0d726f7390f70e3679a2b2824550495c9b04f6e7664dcbceb4

Observation c7ee6936-c89c-470f-90f8-ecb279c46038 · outbound

This paper cites The Cambridge handbook of computational psychology.

Quantifying imperfect cognition via achieved information gain The Cambridge handbook of computational psychology

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:45:26.106046Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T23:45:25.459797Z digest=sha256:97202df8e817d38ad67c12b4c5fac701867c0eaeda857de5801d6fd93b8c883d

Observation 52898804-68ec-4755-a849-56ec48fd3a81 · outbound

This paper cites Resource-aware Research on Universe and Matter: Call-to-Action in Digital Transformation.

Quantifying imperfect cognition via achieved information gain Resource-aware Research on Universe and Matter: Call-to-Action in Digital Transformation

Reference 50

Resolution
malformed identifier
no resolver link, observed 2026-08-08T23:45:25.467596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T23:45:25.467596Z digest=sha256:8186a3994bb0b9aabe4bb62b701c187d18764ea4095a8244a45413b636c22f8b

Observation aa2a5257-4687-42ef-934f-858dfe20a606 · outbound

This paper cites Cognitive efficiency: A conceptual and methodological comparison.

Quantifying imperfect cognition via achieved information gain Cognitive efficiency: A conceptual and methodological comparison

Reference 51

Resolution
malformed identifier
doi_truncated, observed 2026-08-08T23:45:25.555551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T23:45:25.464994Z digest=sha256:12dc86233517389130ba46c32ee6c808d2883d0073e96eed512abf6b285806b0

Observation c599a661-14ef-4cda-b4ac-0a3835581b69 · outbound

This paper cites Signal Enhancement as Minimization of Relevant Information Loss.

Quantifying imperfect cognition via achieved information gain Signal Enhancement as Minimization of Relevant Information Loss

Reference 52

Resolution
verified exact
local_arxiv, observed 2026-08-08T23:45:25.546930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T23:45:25.472588Z digest=sha256:e09a8f865b758d9b5da5c36152e238a69d2ba90706461e43a3365373eeee2257

Observation ec719c57-91d3-4ee3-b9d0-f89c4ade9139 · outbound

This paper cites Expected Information as Ex- pected Utility.

Quantifying imperfect cognition via achieved information gain Expected Information as Ex- pected Utility

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-08T23:45:25.470240Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T23:45:25.470240Z digest=sha256:9466f1ba0ebe0187b8b5a5d73644d950d187d79a437d9b47ff77938ac12dcfb0

Observation 08aa3a85-919f-4578-80ee-0641c3ba3f21 · outbound

This paper cites On the calculation of mutual in- formation.

Quantifying imperfect cognition via achieved information gain On the calculation of mutual in- formation

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:45:26.084214Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T23:45:25.480296Z digest=sha256:27325d5b2a364e53990cc16d2819cc3712b3c617127e2ca82852cdc18e4841f7

Observation 773b1c0b-7d86-4cf8-add8-39736932d5ab · outbound

This paper cites On measures of entropy and informa- tion.

Quantifying imperfect cognition via achieved information gain On measures of entropy and informa- tion

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:45:26.076855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T23:45:25.482695Z digest=sha256:bd3c1ad4e1a16d688fa76bcbef68c119d30fa80145805f100d8511f85ac3324b

Observation bcfb5752-aa66-465a-8371-f6fb00a33ac0 · outbound

This paper cites Computation of the amount of information about a stochastic function contained in another such function.

Quantifying imperfect cognition via achieved information gain Computation of the amount of information about a stochastic function contained in another such function

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:45:26.091575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T23:45:25.477919Z digest=sha256:b3956542a7f4e01dee720f092068c3edc0d60197c8e18e83aac22c2a17cd6aa8

Observation be0068ab-5cff-4855-90ba-f34461287939 · outbound

This paper cites Probabilism, entropies and strictly properscoringrules.

Quantifying imperfect cognition via achieved information gain Probabilism, entropies and strictly properscoringrules

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:45:26.061504Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T23:45:25.487906Z digest=sha256:ded8d98b3fefa8c77af6564ff7f180672d9d056b5bb7cb574f0bddbac57ef16a

Observation 019ce8bf-6420-4986-a3c0-690c4677e8c0 · outbound

This paper cites On the estima- tion of the binomial probability in multistage clinical trials.

Quantifying imperfect cognition via achieved information gain On the estima- tion of the binomial probability in multistage clinical trials

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:45:26.053113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T23:45:25.490410Z digest=sha256:c84561df641a1af8bcc28caf7cf830ab9ace982042e7952dd557443f27fa8e94

Observation bf876293-5d56-4f52-a0eb-d345419d3a8c · outbound

This paper cites Axiomatic characterization of the quadratic scoring rule.

Quantifying imperfect cognition via achieved information gain Axiomatic characterization of the quadratic scoring rule

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:45:26.069361Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T23:45:25.485134Z digest=sha256:32e6cf090bc24eaa7c89cada4adbd3929e36480f32ddb3dea8b2322849b387fd

Observation 24f28823-b845-43fe-a69f-09a93cbf9113 · outbound

This paper cites Information field theory for cosmological perturbation reconstruction and non-linear signal analysis.

Quantifying imperfect cognition via achieved information gain Information field theory for cosmological perturbation reconstruction and non-linear signal analysis

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-08T23:45:25.495276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T23:45:25.495276Z digest=sha256:a91de9b90113c6774d9081b3d004d65e8342e62ff566eda3fe3786d50462e27f

Observation b13410d8-88d7-4f40-a2a0-b729c9a9440b · outbound

This paper cites Equation of State Calcu- lations by Fast Computing Machines.

Quantifying imperfect cognition via achieved information gain Equation of State Calcu- lations by Fast Computing Machines

Reference 61

Resolution
malformed identifier
raw_fallback, observed 2026-08-08T23:45:26.037649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T23:45:25.498054Z digest=sha256:9881eccfd178cbe0eebece0b58282f4384d63c4d380370c6907358b4f538471d

Observation 5c2be3c0-8c75-4197-86af-6fa53925e30d · outbound

This paper cites Beta distribution — Wikipedia, The Free Encyclopedia.

Quantifying imperfect cognition via achieved information gain Beta distribution — Wikipedia, The Free Encyclopedia

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:45:26.045285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T23:45:25.492858Z digest=sha256:1352b585546b15aa185ef719d0557a9ece47f7d38130dcd6465cfb2737435e26

Observation 7fabeabd-7986-4e07-8e34-d9cb53b4cbc5 · outbound

This paper cites HybridMonteCarlo.

Quantifying imperfect cognition via achieved information gain HybridMonteCarlo

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:45:26.020558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T23:45:25.502871Z digest=sha256:5090dd87704e8402f292e858f3a9bc192f421f68c98d0da064fccf6c1cae1785

Observation c4383275-f3f6-4064-84ea-44efb05dc604 · outbound

This paper cites A Conceptual Introduction to Hamiltonian Monte Carlo.

Quantifying imperfect cognition via achieved information gain A Conceptual Introduction to Hamiltonian Monte Carlo

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-08T23:45:25.505287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T23:45:25.505287Z digest=sha256:6474e035b20860b2952257e9a75d286d406c11eee2a92355078171eda8573ff0

Observation 72947b92-0812-4071-9ead-1372b2963e92 · outbound

This paper cites Monte Carlo Sampling Methods using Markov Chains and their Applications.

Quantifying imperfect cognition via achieved information gain Monte Carlo Sampling Methods using Markov Chains and their Applications

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-08T23:45:26.030115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-08T23:45:25.500506Z digest=sha256:b62d5553f15d57381a3eb9282d7e5a0c7b58b7c55de219516f8ce5ebe4738d06

Observation 24a26175-10aa-4ad0-b152-0598ba036a7b · outbound

This paper cites Metric Gaussian Variational Inference.

Quantifying imperfect cognition via achieved information gain Metric Gaussian Variational Inference

Reference 68

Resolution
unresolved
no resolver link, observed 2026-08-08T23:45:25.508152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T23:45:25.508152Z digest=sha256:6385a2216dc4cc104aeb10fcd13a69b8bf79f6be6fcd5098e69ac9ea724e03ec

Observation 4e118070-585c-43a6-b8e1-f29ee15a906a · outbound

This paper cites Signal Enhancement as Minimization of Relevant Information Loss.

Quantifying imperfect cognition via achieved information gain Signal Enhancement as Minimization of Relevant Information Loss

Reference 6935

Resolution
unresolved
no resolver link, observed 2026-08-08T23:45:25.475286Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-08T23:45:25.475286Z digest=sha256:180d50542ed19486e20b2bcaae98bb170e80162e642b37e5b3154629aaf5c282

Pith citing papers

No inbound Pith citation observations are available.