Paper Citation Record · LEDGER

APAR: Modeling Irregular Target Functions in Tabular Regression via Arithmetic-Aware Pre-Training and Adaptive-Regularized Fine-Tuning

As of 12 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2412.10941.

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

pith.paper-citation-record.v1
2412.10941 v1

Coverage vector

measured 43 of 43 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T15:31:55.731291Z

measured 43 of 43 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 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

43 of 43 outbound references displayed

verified exact1
verified fuzzy5
unresolved37
parse uncertain0
malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0896a217-408c-4190-86ed-cf6233dac867 · outbound

This paper cites Gas Turbine CO and NOx Emission Data Set.

APAR: Modeling Irregular Target Functions in Tabular Regression via Arithmetic-Aware Pre-Training and Adaptive-Regularized Fine-Tuning Gas Turbine CO and NOx Emission Data Set

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T15:31:55.572650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce94aa35-ea4b-4998-81ad-ed77a3f86280 · outbound

This paper cites Real-time Election Results: Portugal 2019.

APAR: Modeling Irregular Target Functions in Tabular Regression via Arithmetic-Aware Pre-Training and Adaptive-Regularized Fine-Tuning Real-time Election Results: Portugal 2019

Reference 2

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Observation d8378c5e-d63f-4fcd-afb7-728d860562f8 · outbound

This paper cites \"O .; and Pfister, T.

APAR: Modeling Irregular Target Functions in Tabular Regression via Arithmetic-Aware Pre-Training and Adaptive-Regularized Fine-Tuning \"O .; and Pfister, T

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:31:56.149477Z

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

Observation 5c4c222b-2fd5-489d-b670-7f205ac3964f · outbound

This paper cites an unresolved cited work.

APAR: Modeling Irregular Target Functions in Tabular Regression via Arithmetic-Aware Pre-Training and Adaptive-Regularized Fine-Tuning Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:31:56.138936Z

Source-reported events for the cited work

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Observation 2b26b8d8-f732-4baf-9578-d977a889fd36 · outbound

This paper cites an unresolved cited work.

APAR: Modeling Irregular Target Functions in Tabular Regression via Arithmetic-Aware Pre-Training and Adaptive-Regularized Fine-Tuning Unresolved cited work

Reference 5

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 17010eea-4783-41b6-971a-788045db7618 · outbound

This paper cites an unresolved cited work.

APAR: Modeling Irregular Target Functions in Tabular Regression via Arithmetic-Aware Pre-Training and Adaptive-Regularized Fine-Tuning Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:31:56.128525Z

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.

Observation ce588e03-8c77-4a98-98d4-68eecf7ff6cb · outbound

This paper cites an unresolved cited work.

APAR: Modeling Irregular Target Functions in Tabular Regression via Arithmetic-Aware Pre-Training and Adaptive-Regularized Fine-Tuning Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:31:56.117555Z

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

Observation 8eb51af4-b0f4-4cf2-9281-85e6f37f8e0e · outbound

This paper cites ExcelFormer: A neural network surpassing GBDTs on tabular data.

APAR: Modeling Irregular Target Functions in Tabular Regression via Arithmetic-Aware Pre-Training and Adaptive-Regularized Fine-Tuning ExcelFormer: A neural network surpassing GBDTs on tabular data

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-11T15:31:55.601438Z

Source-reported events for the cited work

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Observation 1bc5314c-71e9-4793-9f86-cc9ade498f28 · outbound

This paper cites an unresolved cited work.

APAR: Modeling Irregular Target Functions in Tabular Regression via Arithmetic-Aware Pre-Training and Adaptive-Regularized Fine-Tuning Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-11T15:31:55.605421Z

Source-reported events for the cited work

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Observation d21d3bb8-886e-4b9c-b0f5-8d1536f92f8e · outbound

This paper cites ReConTab: Regularized Contrastive Representation Learning for Tabular Data.

APAR: Modeling Irregular Target Functions in Tabular Regression via Arithmetic-Aware Pre-Training and Adaptive-Regularized Fine-Tuning ReConTab: Regularized Contrastive Representation Learning for Tabular Data

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T15:31:55.609068Z

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Observation 1f0c7c70-bdcd-4ea1-9f78-096d9aa632bd · outbound

This paper cites an unresolved cited work.

APAR: Modeling Irregular Target Functions in Tabular Regression via Arithmetic-Aware Pre-Training and Adaptive-Regularized Fine-Tuning Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T15:31:55.613124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0154ac9d-2274-4b1f-97d7-8f782f9eea24 · outbound

This paper cites Tabular Data Contrastive Learning via Class-Conditioned and Feature-Correlation Based Augmentation.

APAR: Modeling Irregular Target Functions in Tabular Regression via Arithmetic-Aware Pre-Training and Adaptive-Regularized Fine-Tuning Tabular Data Contrastive Learning via Class-Conditioned and Feature-Correlation Based Augmentation

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T15:31:55.616494Z

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Observation 34c912eb-36d2-4764-aee0-3f73c9f04356 · outbound

This paper cites an unresolved cited work.

APAR: Modeling Irregular Target Functions in Tabular Regression via Arithmetic-Aware Pre-Training and Adaptive-Regularized Fine-Tuning Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:31:56.100798Z

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

Observation 60291ffb-c38d-4632-9703-25421df79a67 · outbound

This paper cites an unresolved cited work.

APAR: Modeling Irregular Target Functions in Tabular Regression via Arithmetic-Aware Pre-Training and Adaptive-Regularized Fine-Tuning Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:31:56.089920Z

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Observation 0966c1f8-e0a2-4fb2-af11-cf24e1fc41af · outbound

This paper cites an unresolved cited work.

APAR: Modeling Irregular Target Functions in Tabular Regression via Arithmetic-Aware Pre-Training and Adaptive-Regularized Fine-Tuning Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-11T15:31:55.627439Z

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Observation 2dcaa1b7-259f-4f3e-99f6-f4b60c3f1621 · outbound

This paper cites an unresolved cited work.

APAR: Modeling Irregular Target Functions in Tabular Regression via Arithmetic-Aware Pre-Training and Adaptive-Regularized Fine-Tuning Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T15:31:55.631202Z

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Observation 2d601a5d-2436-42d2-955d-db8580e41790 · outbound

This paper cites an unresolved cited work.

APAR: Modeling Irregular Target Functions in Tabular Regression via Arithmetic-Aware Pre-Training and Adaptive-Regularized Fine-Tuning Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-11T15:31:55.634703Z

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Unavailable: canonical work link unavailable.

Observation efeeeedb-7f00-4f14-bf28-f93ca691b515 · outbound

This paper cites an unresolved cited work.

APAR: Modeling Irregular Target Functions in Tabular Regression via Arithmetic-Aware Pre-Training and Adaptive-Regularized Fine-Tuning Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:31:56.066546Z

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.

Observation 58322b8c-d449-4ab4-bfd8-36e169f3625d · outbound

This paper cites T.; and Khoshgoftaar, T.

APAR: Modeling Irregular Target Functions in Tabular Regression via Arithmetic-Aware Pre-Training and Adaptive-Regularized Fine-Tuning T.; and Khoshgoftaar, T

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:31:56.055648Z

Source-reported events for the cited work

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Observation 80ae150b-2e1c-4772-984e-355ff3c30322 · outbound

This paper cites TabTransformer: Tabular Data Modeling Using Contextual Embeddings.

APAR: Modeling Irregular Target Functions in Tabular Regression via Arithmetic-Aware Pre-Training and Adaptive-Regularized Fine-Tuning TabTransformer: Tabular Data Modeling Using Contextual Embeddings

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T15:31:55.645805Z

Source-reported events for the cited work

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Observation 407dc038-e5a1-42f3-a671-db892e1838d3 · outbound

This paper cites R.; and Garg, R.

APAR: Modeling Irregular Target Functions in Tabular Regression via Arithmetic-Aware Pre-Training and Adaptive-Regularized Fine-Tuning R.; and Garg, R

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:31:56.044991Z

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

Observation ad6ab058-9ac4-416d-b7bb-6d5c16bb3c66 · outbound

This paper cites an unresolved cited work.

APAR: Modeling Irregular Target Functions in Tabular Regression via Arithmetic-Aware Pre-Training and Adaptive-Regularized Fine-Tuning Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:31:56.034075Z

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

Observation f5f610ab-2806-4ea3-9548-8aea5150f7b8 · outbound

This paper cites an unresolved cited work.

APAR: Modeling Irregular Target Functions in Tabular Regression via Arithmetic-Aware Pre-Training and Adaptive-Regularized Fine-Tuning Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-11T15:31:55.657366Z

Source-reported events for the cited work

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Observation 09dd42fc-426d-4d15-b374-4a6aa64a574f · outbound

This paper cites an unresolved cited work.

APAR: Modeling Irregular Target Functions in Tabular Regression via Arithmetic-Aware Pre-Training and Adaptive-Regularized Fine-Tuning Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-11T15:31:55.661004Z

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Unavailable: canonical work link unavailable.

Observation 17fa282a-1871-42ed-ae5c-1392ab29add3 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

APAR: Modeling Irregular Target Functions in Tabular Regression via Arithmetic-Aware Pre-Training and Adaptive-Regularized Fine-Tuning Adam: A Method for Stochastic Optimization

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T15:31:55.664871Z

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Observation dccf8227-c4ce-4cd2-b2b7-1e469821c911 · outbound

This paper cites N.; Rainforth, T.; and Gal, Y.

APAR: Modeling Irregular Target Functions in Tabular Regression via Arithmetic-Aware Pre-Training and Adaptive-Regularized Fine-Tuning N.; Rainforth, T.; and Gal, Y

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-11T15:31:55.668758Z

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APAR: Modeling Irregular Target Functions in Tabular Regression via Arithmetic-Aware Pre-Training and Adaptive-Regularized Fine-Tuning Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:31:56.001878Z

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Observation 169af2ef-0f73-41a7-a430-df03bf725c19 · outbound

This paper cites an unresolved cited work.

APAR: Modeling Irregular Target Functions in Tabular Regression via Arithmetic-Aware Pre-Training and Adaptive-Regularized Fine-Tuning Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:31:55.990747Z

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.

Observation 264f66c0-2137-40e2-8c30-a77c943574ac · outbound

This paper cites an unresolved cited work.

APAR: Modeling Irregular Target Functions in Tabular Regression via Arithmetic-Aware Pre-Training and Adaptive-Regularized Fine-Tuning Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-11T15:31:55.679300Z

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Observation fb8cec03-e6de-4290-8ff1-555eff1819d8 · outbound

This paper cites V.; and Gulin, A.

APAR: Modeling Irregular Target Functions in Tabular Regression via Arithmetic-Aware Pre-Training and Adaptive-Regularized Fine-Tuning V.; and Gulin, A

Reference 30

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APAR: Modeling Irregular Target Functions in Tabular Regression via Arithmetic-Aware Pre-Training and Adaptive-Regularized Fine-Tuning R.; Jain, R.; Singh, M.; and Garg, R

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:31:55.972453Z

Source-reported events for the cited work

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Observation 444a179a-0bae-491d-96e8-fd0a1f09657a · outbound

This paper cites SAINT: Improved Neural Networks for Tabular Data via Row Attention and Contrastive Pre-Training.

APAR: Modeling Irregular Target Functions in Tabular Regression via Arithmetic-Aware Pre-Training and Adaptive-Regularized Fine-Tuning SAINT: Improved Neural Networks for Tabular Data via Row Attention and Contrastive Pre-Training

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-11T15:31:55.689825Z

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Unavailable: canonical work link unavailable.

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This paper cites an unresolved cited work.

APAR: Modeling Irregular Target Functions in Tabular Regression via Arithmetic-Aware Pre-Training and Adaptive-Regularized Fine-Tuning Unresolved cited work

Reference 33

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Unavailable: canonical work link unavailable.

Observation b44caa7c-28b3-4bcb-af3a-0b4147acc697 · outbound

This paper cites Mambular: A Sequential Model for Tabular Deep Learning.

APAR: Modeling Irregular Target Functions in Tabular Regression via Arithmetic-Aware Pre-Training and Adaptive-Regularized Fine-Tuning Mambular: A Sequential Model for Tabular Deep Learning

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T15:31:55.697597Z

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Unavailable: canonical work link unavailable.

Observation b4c7f138-0173-4e5b-8955-da41af4c5b40 · outbound

This paper cites an unresolved cited work.

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Reference 35

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Source-reported events for the cited work

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Observation 04a66794-d268-4bef-b58b-7a74b94391d6 · outbound

This paper cites N.; Kaiser, .; and Polosukhin, I.

APAR: Modeling Irregular Target Functions in Tabular Regression via Arithmetic-Aware Pre-Training and Adaptive-Regularized Fine-Tuning N.; Kaiser, .; and Polosukhin, I

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-11T15:31:55.705395Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da95a561-c346-4166-8a55-b4f20524c490 · outbound

This paper cites A Survey on Self-Supervised Learning for Non-Sequential Tabular Data.

APAR: Modeling Irregular Target Functions in Tabular Regression via Arithmetic-Aware Pre-Training and Adaptive-Regularized Fine-Tuning A Survey on Self-Supervised Learning for Non-Sequential Tabular Data

Reference 37

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Observation a8314d0c-3918-450a-83ce-8a844b04167e · outbound

This paper cites an unresolved cited work.

APAR: Modeling Irregular Target Functions in Tabular Regression via Arithmetic-Aware Pre-Training and Adaptive-Regularized Fine-Tuning Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:31:55.935553Z

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.

Observation 5466c8fb-d438-4f5b-b339-699a43609f0d · outbound

This paper cites an unresolved cited work.

APAR: Modeling Irregular Target Functions in Tabular Regression via Arithmetic-Aware Pre-Training and Adaptive-Regularized Fine-Tuning Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-11T15:31:55.923428Z

Source-reported events for the cited work

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Observation fdf97505-71d6-4da0-b26a-2a5e950ddc73 · outbound

This paper cites Z.; and Wu, J.

APAR: Modeling Irregular Target Functions in Tabular Regression via Arithmetic-Aware Pre-Training and Adaptive-Regularized Fine-Tuning Z.; and Wu, J

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T15:31:55.912444Z

Source-reported events for the cited work

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Observation 62f01cdf-0377-4fa7-823d-64aef354929d · outbound

This paper cites an unresolved cited work.

APAR: Modeling Irregular Target Functions in Tabular Regression via Arithmetic-Aware Pre-Training and Adaptive-Regularized Fine-Tuning Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-11T15:31:55.723838Z

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APAR: Modeling Irregular Target Functions in Tabular Regression via Arithmetic-Aware Pre-Training and Adaptive-Regularized Fine-Tuning , " * write output.state after.block = add.period write newline

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-11T15:31:55.727304Z

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Observation df7dc70a-6c2b-47a7-95a6-8e39f862dc2e · outbound

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APAR: Modeling Irregular Target Functions in Tabular Regression via Arithmetic-Aware Pre-Training and Adaptive-Regularized Fine-Tuning write newline

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Pith citing papers

No inbound Pith citation observations are available.