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Paper Citation Record · LEDGER

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification

As of 9 August 2026, this Paper Citation Record lists 82 of 82 outbound references and 1 inbound Pith citation observation for arXiv:2507.15240.

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

pith.paper-citation-record.v1
2507.15240 v1

Coverage vector

measured 82 of 82 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T15:43:29.016381Z

measured 83 of 83 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-15T04:50:05.726139Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-10T12:15:01.137692Z

Reference resolution

82 of 82 outbound references displayed

  • verified exact5
  • verified fuzzy39
  • unresolved38
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 88628203-2be5-41ad-b466-750114f2f893 · outbound

This paper cites an unresolved cited work.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Unresolved cited work

Reference 1

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Source-reported events for the cited work

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Observation 66bf0e40-f5a1-43e7-85f3-a5690a53071a · outbound

This paper cites Alacaoglu and S.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Alacaoglu and S

Reference 2

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Observation c59fbdc3-5704-4309-acda-3b1ff37d2c96 · outbound

This paper cites an unresolved cited work.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Unresolved cited work

Reference 3

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Source-reported events for the cited work

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Observation 29b5daaf-4a33-425c-b090-8cfc0705fde7 · outbound

This paper cites Belkin, Fit without fear: remarkable mathematical phenomena of deep learning through the prism of interpolation, Acta Numerica, 30 (2021), pp.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Belkin, Fit without fear: remarkable mathematical phenomena of deep learning through the prism of interpolation, Acta Numerica, 30 (2021), pp

Reference 4

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Source-reported events for the cited work

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Observation 983be464-7d49-4a65-9b0b-9e1f58096284 · outbound

This paper cites sigmoidF1: A Smooth F1 Score Surrogate Loss for Multilabel Classification.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification sigmoidF1: A Smooth F1 Score Surrogate Loss for Multilabel Classification

Reference 5

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Observation 0fc70d04-888a-4bbf-9aca-3480872b2b47 · outbound

This paper cites an unresolved cited work.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Unresolved cited work

Reference 6

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 28bdc86f-7510-4819-99df-ef7642be7d89 · outbound

This paper cites Brown, W.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Brown, W

Reference 7

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation a96394bc-158c-4674-8a68-bd0824caea39 · outbound

This paper cites an unresolved cited work.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Unresolved cited work

Reference 8

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation d4b62230-c342-4dcf-8755-0e63277cde8a · outbound

This paper cites Cakir, K.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Cakir, K

Reference 9

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 98e66801-a440-4278-895b-e5b9865ff8e9 · outbound

This paper cites Chapelle and M.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Chapelle and M

Reference 10

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Source-reported events for the cited work

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Observation dc6c3a3a-67a7-4a46-8d31-4c191b549c4d · outbound

This paper cites an unresolved cited work.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Unresolved cited work

Reference 11

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Source-reported events for the cited work

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Observation ae4eb675-8403-49fd-92fc-33235eb2d675 · outbound

This paper cites an unresolved cited work.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Unresolved cited work

Reference 12

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 7f3230f9-78fd-44f8-8e2b-2d8d0e60d953 · outbound

This paper cites Introduction to Nonsmooth Analysis and Optimization.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Introduction to Nonsmooth Analysis and Optimization

Reference 13

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 2aa31d12-520c-4cb2-82de-b2ee7d04fae5 · outbound

This paper cites an unresolved cited work.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Unresolved cited work

Reference 14

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No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation b782a8b9-cd7c-4bcc-9329-b3c8c7155c26 · outbound

This paper cites Cotter, M.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Cotter, M

Reference 15

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Observation 1f48b075-7ac0-4f3a-9d8f-fe0427477594 · outbound

This paper cites Cotter, H.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Cotter, H

Reference 16

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Source-reported events for the cited work

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Observation 31423f92-d46d-4374-b209-7b1866c8b6fe · outbound

This paper cites an unresolved cited work.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Unresolved cited work

Reference 17

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Source-reported events for the cited work

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Observation dd659b4c-3162-42ed-94f7-6e93d249f69b · outbound

This paper cites an unresolved cited work.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Unresolved cited work

Reference 18

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Source-reported events for the cited work

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Observation 33bb67cb-4309-455a-8408-bbda47c347b1 · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 19

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation c2de6229-be31-43bd-bffa-0b451fc30b1b · outbound

This paper cites Di Pillo, Exact penalty methods, Algorithms for continuous optimization: the state of the art, (1994), pp.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Di Pillo, Exact penalty methods, Algorithms for continuous optimization: the state of the art, (1994), pp

Reference 20

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Source-reported events for the cited work

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Observation b68ac79e-f36e-4ce5-973e-b1126f6d2b3c · outbound

This paper cites an unresolved cited work.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Unresolved cited work

Reference 21

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Source-reported events for the cited work

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Observation cbda62c9-35ad-4b2d-9935-3e9d71ed75ed · outbound

This paper cites Emma Dugas, Jared and W.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Emma Dugas, Jared and W

Reference 22

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation bebe5bb1-d089-4be5-9ebe-4eaa759a2c21 · outbound

This paper cites Engilberge, L.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Engilberge, L

Reference 23

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 488f453b-20a7-40e4-9b90-ddd586fa8e95 · outbound

This paper cites F athony and Z.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification F athony and Z

Reference 24

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation d08bc14d-96dc-4d9b-b3cd-d5b1a70ff40b · outbound

This paper cites Fern´andez, S.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Fern´andez, S

Reference 25

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 992d89ba-eb82-4e55-8618-864a30184840 · outbound

This paper cites Gurulingappa, A.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Gurulingappa, A

Reference 26

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation f4946c89-9864-4b88-af85-cfae4be17267 · outbound

This paper cites an unresolved cited work.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Unresolved cited work

Reference 27

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 879cd8bf-887f-4f63-bcb2-601397f0106a · outbound

This paper cites an unresolved cited work.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Unresolved cited work

Reference 28

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 7be859e1-a378-4d30-bf7b-b0e689374d2d · outbound

This paper cites Herland, T.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Herland, T

Reference 29

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 5f1ff10b-ddd3-4b03-8ff8-89d56611fd72 · outbound

This paper cites Huang, S.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Huang, S

Reference 30

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 9a6fefa9-13cc-42d2-b50f-1ea6680cda46 · outbound

This paper cites Irtaza, S.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Irtaza, S

Reference 31

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation d2128a8a-59a8-41e3-b2a7-095965c2e911 · outbound

This paper cites Irvin, P.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Irvin, P

Reference 32

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raw_fallback, observed 2026-08-06T15:43:37.452407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 2c756d47-0f39-4283-817c-df4cad2df821 · outbound

This paper cites Joachims, A support vector method for multivariate performance measures, in Proceedings of the 22nd international conference on Machine learning, 2005, pp.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Joachims, A support vector method for multivariate performance measures, in Proceedings of the 22nd international conference on Machine learning, 2005, pp

Reference 33

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 6bdf64bd-6aed-41ea-b0bf-7b67233dcafd · outbound

This paper cites an unresolved cited work.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Unresolved cited work

Reference 34

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unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 052c9646-1e02-4117-89b9-d5217dc13a33 · outbound

This paper cites an unresolved cited work.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Unresolved cited work

Reference 35

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unresolved
raw_fallback, observed 2026-08-06T15:43:36.992543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:43:22.441007Z digest=sha256:52f1b5481bc3aae769b9b3d05db1fd52bc60eb3bd40d3ac85b0e01967cd3e981

Observation 98fb039b-9c8e-4750-b8dc-73fc16e6877d · outbound

This paper cites Khatami, M.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Khatami, M

Reference 36

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raw_fallback, observed 2026-08-06T15:43:36.855550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:43:22.529116Z digest=sha256:a1ff63e40c3970dfba57cdba6ccca01797e67ff0293f1f4f5f42e7085f068f7c

Observation e347cb70-5e71-4732-aafb-b01b2300af6a · outbound

This paper cites Kumar, H.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Kumar, H

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:43:36.687997Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:43:22.631703Z digest=sha256:95870a7ae48051db22d283a9524e63a90a383357d3f360f115e2bbfc2c44f071

Observation fb28aa9c-6ac3-4a71-95f4-fc41d05b5c84 · outbound

This paper cites an unresolved cited work.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:43:36.506654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:43:22.710847Z digest=sha256:28206461f5f7cae58776ff30d78af645366d54a47960026b4fa8cd9704fe8980

Observation 68b23305-901b-465e-b79b-728e52a0454e · outbound

This paper cites an unresolved cited work.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:43:36.340533Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:43:22.819374Z digest=sha256:66899bf3e5c4a2aea04d84523080b78572026ad1168aa237b96bdffe5de3864c

Observation b1ca24a6-24b2-43f7-b6ff-7aa73e368af3 · outbound

This paper cites A surrogate loss function for optimization of $F_\beta$ score in binary classification with imbalanced data.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification A surrogate loss function for optimization of $F_\beta$ score in binary classification with imbalanced data

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-06T15:43:22.902424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:43:22.902424Z digest=sha256:f0710d7ccf26d3f1a320904d06792e3caf5d7258b58ea071ae985fcae2c76127

Observation b654c77f-820d-40c8-a4e5-63da9fe0577a · outbound

This paper cites an unresolved cited work.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:43:36.206991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:43:23.025218Z digest=sha256:310fe903a4208f545684480fcf5676391db726698d74ca997900a163022628bf

Observation 2f5a3d78-e5a0-4659-a092-ee6b42fb6359 · outbound

This paper cites NCVX: A General-Purpose Optimization Solver for Constrained Machine and Deep Learning.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification NCVX: A General-Purpose Optimization Solver for Constrained Machine and Deep Learning

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-06T15:43:23.115537Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:43:23.115537Z digest=sha256:a1d79503e763c300ff2349c73b60bd859cf9fbbc1a35dfd47633da4a959f0365

Observation ce566f38-18b7-4a65-bae4-08a9e63dab2a · outbound

This paper cites Liang, T.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Liang, T

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:43:36.023451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:43:23.224014Z digest=sha256:93ee5ead75ee7413520288e684bf334d7b4c955861574c2cc335340dfebcf75e

Observation 21a0fede-5f61-40b7-a70d-658891f95e1e · outbound

This paper cites Optimization and Optimizers for Adversarial Robustness.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Optimization and Optimizers for Adversarial Robustness

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-06T15:43:23.410904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:43:23.410904Z digest=sha256:5d2e51b03e47d7b43a679c83fab0e3afd07d34369962f47371515f1ec1fe0beb

Observation 6c7d8da8-8614-4e11-aac0-3e677d704b61 · outbound

This paper cites Liang, L.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Liang, L

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:43:35.893553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:43:23.521713Z digest=sha256:d1990c85d7040a7150b5c0193c0dfd2add701c9aad9fcff9061f738d5d4a6a08

Observation b9b06c9a-6596-4b5a-bde4-58aa4460c8b3 · outbound

This paper cites an unresolved cited work.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Unresolved cited work

Reference 46

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:43:35.762843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:43:23.685463Z digest=sha256:1a1efdce7eecece962109e0346eec6aef1b3306699e0905e398abeb951a7973d

Observation 90500eb3-f040-473f-8e56-11e7dac78dc3 · outbound

This paper cites an unresolved cited work.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:43:35.623413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:43:23.770404Z digest=sha256:2767bb94b0f942f2ff7de0a236e5923c7e98bab6649c911a7c7e328987c06df6

Observation 4bc85aaa-db3c-4ccc-8e2f-d9c523a7e406 · outbound

This paper cites Variance-reduced first-order methods for deterministically constrained stochastic nonconvex optimization with strong convergence guarantees.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Variance-reduced first-order methods for deterministically constrained stochastic nonconvex optimization with strong convergence guarantees

Reference 48

Resolution
verified exact
local_arxiv, observed 2026-08-06T15:43:30.050806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:43:23.876050Z digest=sha256:5eb85cb0dbd6b4d0ca1fd32b53709e878b2499dac45cc53c081c71a3f32b417b

Observation ba9506d8-a409-48f0-91b4-22e53aba3368 · outbound

This paper cites First-order methods for stochastic and finite-sum convex optimization with deterministic constraints.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification First-order methods for stochastic and finite-sum convex optimization with deterministic constraints

Reference 49

Resolution
verified exact
local_arxiv, observed 2026-08-06T15:43:29.765055Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:43:24.036781Z digest=sha256:9deb41bf077169534928e6683056d42a89ddb79a1065053dc34442c140933a80

Observation 46b30abc-3c97-4f3e-b4a3-683314d2fbf1 · outbound

This paper cites Majnik and Z.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Majnik and Z

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:43:35.459110Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:43:24.212853Z digest=sha256:26bc7f40aea9854b289f690911819849c1457e62a56c4ad9c175ee579bebcffd

Observation dc1a7f70-bffb-4e64-9dcd-dd6b79939608 · outbound

This paper cites Menon, H.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Menon, H

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:43:35.294581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:43:24.415746Z digest=sha256:833dcbc82f3e7699b641e8a7de003e58a558b22c4792c38e42a47aa4c7ad7802

Observation 5ec015fe-637c-4fee-ae9e-202d82a090c8 · outbound

This paper cites Optimizing F-measure: A Tale of Two Approaches.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Optimizing F-measure: A Tale of Two Approaches

Reference 52

Resolution
verified exact
local_arxiv, observed 2026-08-06T15:43:29.568401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:43:24.559034Z digest=sha256:eb34c32386f20c33ee2cc3b432606c848d448c57c0721be071ccbebe2d23325d

Observation 3e9779b0-eba6-48c5-89b5-682792d2bb7a · outbound

This paper cites Narasimhan, A.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Narasimhan, A

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:43:35.151417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:43:24.701885Z digest=sha256:f56ff31e89684b3900a61f0b43014cb5ac312a1c74f8cc07ee08372992d6c780

Observation 81c92ca3-ff58-4723-84ad-225c98bd862c · outbound

This paper cites Nocedal and S.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Nocedal and S

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:43:35.026050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:43:24.888894Z digest=sha256:9a6ff213cf2fc9fc30fb564a35486c4c8b4fc792ba1accd675571ef3ef6d82c7

Observation c3574cbc-09e3-4aa7-a6e0-efb1983d405b · outbound

This paper cites DINOv2: Learning Robust Visual Features without Supervision.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification DINOv2: Learning Robust Visual Features without Supervision

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-06T15:43:25.068000Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:43:25.068000Z digest=sha256:98526a10380e7653189fe75187339c37e4f849eab3e2ad60dc2b8c49ff7cfdd3

Observation cff3b82f-34e1-466f-9d88-f257baf3cb81 · outbound

This paper cites Patel, G.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Patel, G

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:43:34.884047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:43:25.243631Z digest=sha256:84ba55201969cdf0af8428145e8c7a0da6027f8cbf7fb8f002ccc7f76fd11f23

Observation 1d32d07f-dee6-4e84-9076-1e538d4a1dbb · outbound

This paper cites an unresolved cited work.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:43:34.724767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:43:25.414279Z digest=sha256:ce376d163469dba9da270885aa501662b83c653b6c217fd6e09092da28bdbf65

Observation 480dfa76-86d4-4f43-a8d0-38d87882df56 · outbound

This paper cites an unresolved cited work.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:43:34.586411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:43:25.494995Z digest=sha256:cb426fd0c5942c39a66b2d2b6af9ea71ed0e2695be6f1fffb9a1f9a4e71052ca

Observation f288780b-f1d5-49be-a50d-8acf513a5036 · outbound

This paper cites Puthiya Parambath, N.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Puthiya Parambath, N

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:43:34.433829Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:43:25.563334Z digest=sha256:cb3ab7ad3a75f600cc70dae6d759f43ea92e86fb448d7f620ea5057d02762a6f

Observation 85e383e9-2162-476d-9694-8b6584e17c88 · outbound

This paper cites an unresolved cited work.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:43:34.291761Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:43:25.669883Z digest=sha256:ce99b9c513b61e8ea2f5be6452b391edfeee39fde875e601a3b8516d93d91cb5

Observation a78cce47-aedf-4831-b950-86195166854d · outbound

This paper cites Qin, T.-Y.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Qin, T.-Y

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:43:34.112451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:43:25.745432Z digest=sha256:8f9a685be538b62292d91d674084f0db2b97369ff0bec8fea7c24aedd3da64cc

Observation a12d5dbd-549a-44d9-ba2d-694089d655af · outbound

This paper cites Rath and M.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Rath and M

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:43:33.971366Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:43:25.806809Z digest=sha256:4754ca6a2e53fea169b927fd6b3dc61a9d3d487e08526f22db77af88a118798b

Observation 117fb446-e3f7-4541-a4aa-234b2b19ac2c · outbound

This paper cites Rol´ınek, V.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Rol´ınek, V

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:43:33.826228Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:43:25.879463Z digest=sha256:ea909fdf3f88c43d055c027bb664acf5f1487c89262d0a595e7c9f6d7af898b8

Observation fe28be4d-8915-491d-9488-befd620510d1 · outbound

This paper cites Saito and M.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Saito and M

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:43:33.650049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:43:26.008812Z digest=sha256:984cd0ba556a445a7fd7e8458f0e62349874b8370321e543574c66f421c3a7b6

Observation a74d383a-6fa1-46c4-a77c-011691e3b692 · outbound

This paper cites Sanyal, P.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Sanyal, P

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:43:33.532529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:43:26.242570Z digest=sha256:37584d4eb9118c62e00a76ad115a462bc9e31dff0d42878d56513199fd980b29

Observation e1ec70ea-ec54-4538-b52a-f9d7ed6ba9cb · outbound

This paper cites an unresolved cited work.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:43:33.422468Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:43:26.405022Z digest=sha256:5bc86e778755c73cc604be0f275bf1bc0744152b71245a25ff00c17b81e0c1fd

Observation 7203ab64-513d-4673-96aa-a13949bc0dd0 · outbound

This paper cites an unresolved cited work.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:43:33.262448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:43:26.613802Z digest=sha256:2c532950e1f019c2a8e1df591798e371fa057453ed2ed5f2fbf2b889beed400c

Observation 78c44689-7788-42ff-9e81-a1c7f64c797b · outbound

This paper cites Travadi, L.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Travadi, L

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:43:33.094568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:43:26.745020Z digest=sha256:9d5e9775431f415a359bd46794ca297fc6711c4e626af879e467b2607daefbc6

Observation fc0e041d-9335-40c5-855f-8a7ac5278004 · outbound

This paper cites Tsochantaridis, T.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Tsochantaridis, T

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:43:32.944091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:43:26.866517Z digest=sha256:df28c8a4e546a591414b49798e147110cae455f3578301534098dbab39ad3498

Observation 7b8f6d7f-0312-4e75-9dfd-929d11954f17 · outbound

This paper cites Vishwakarma, Y.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Vishwakarma, Y

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:43:32.743631Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:43:27.062226Z digest=sha256:898bc94578e6df07cfa2bbb87901d79a018dd1f8c1c978514ff0d034062a2948

Observation 9d38b3f9-8df0-4610-b49b-b2a53ab114c3 · outbound

This paper cites W¨achter and L.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification W¨achter and L

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T15:43:32.565293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T15:43:27.211527Z digest=sha256:d1625e98912d431f07098def054188aa4ebe67d4aded32ed9e5c3c2cd53a1f96

Observation ef81e498-23a0-4969-9da0-72c9afe94548 · outbound

This paper cites EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification Tasks.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification Tasks

Reference 72

Resolution
unresolved
no resolver link, observed 2026-08-06T15:43:27.409778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 4cffeea1-ebf1-4351-b1f3-0b5f99fb403d · outbound

This paper cites an unresolved cited work.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Unresolved cited work

Reference 73

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation a388d5e2-3a97-4ec0-a2a5-a52cc81f6444 · outbound

This paper cites an unresolved cited work.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Unresolved cited work

Reference 74

Resolution
unresolved
raw_fallback, observed 2026-08-06T15:43:32.234767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation fc43396a-9a88-4526-aeb0-b83b7cbc098d · outbound

This paper cites Werner, A review on instance ranking problems in statistical learning , Machine Learning, 111 (2022), pp.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Werner, A review on instance ranking problems in statistical learning , Machine Learning, 111 (2022), pp

Reference 75

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 9153557a-6636-458f-9e45-127a53a015f3 · outbound

This paper cites an unresolved cited work.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Unresolved cited work

Reference 76

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 87eee60d-9ad9-4eb0-9139-3d7cc3302a8f · outbound

This paper cites an unresolved cited work.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Unresolved cited work

Reference 77

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation d34a9805-74b7-4561-ab35-51a3246ff734 · outbound

This paper cites an unresolved cited work.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Unresolved cited work

Reference 78

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 65ac85a2-6f72-4910-929f-ced2d10fbdd3 · outbound

This paper cites Algorithmic Foundations of Empirical X-risk Minimization.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Algorithmic Foundations of Empirical X-risk Minimization

Reference 79

Resolution
unresolved
no resolver link, observed 2026-08-06T15:43:28.483939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 169e6694-32e8-403e-a706-bbc8c3101747 · outbound

This paper cites Yang and Y.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Yang and Y

Reference 80

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation b5d0e9d3-c83d-42b9-b3c5-9c1605662bc3 · outbound

This paper cites Yeung, E.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification Yeung, E

Reference 81

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 9578ceeb-9c04-4887-84fb-da2b1d869a73 · outbound

This paper cites 1”) and negative (“0.

Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification 1”) and negative (“0

Reference 82

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Pith citing papers

Observation 85322849-c63c-4f9b-b492-fa04b3999e3b · inbound

A Systematic Evaluation of Imbalance Handling Methods in Biomedical Binary Classification cites this paper.

A Systematic Evaluation of Imbalance Handling Methods in Biomedical Binary Classification Exact Reformulation and Optimization for Direct Metric Optimization in Binary Imbalanced Classification

Reference 2

Resolution
verified exact
arxiv_id, observed 2026-05-15T04:55:03.017568Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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