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Paper Citation Record · LEDGER

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

As of 16 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 2026-08-15T06:32:42.880941+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

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  • verified fuzzy39
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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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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

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+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

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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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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 2026-08-15T06:32:42.880941+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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Source-reported events for the cited work

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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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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

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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 2026-08-15T06:32:42.880941+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

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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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+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

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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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+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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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+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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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+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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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+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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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

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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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T15:43:22.529116Z digest=sha256:3b75def3a2a57dd2491bd33e1e39a4ae898406071095c8629bd5e57c7ae7464d

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T15:43:22.631703Z digest=sha256:5884b22243f72acefb05d6843d063cd0ffd1103f7dfee6d8f570c246316e4585

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T15:43:22.710847Z digest=sha256:473932a3b49074e041cb97a7efb864a4b7f37b8653fe7ebeb4b8f4a73a7788a2

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T15:43:22.819374Z digest=sha256:f45859349b816ee9ac671c400086ca8ef6448e7c1e784afc82003c7343d39569

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:c9f0da98140107c375a7fe68c31eb4de5c28e5fd80fa7bb209e21e8fbef7fe4b

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T15:43:23.025218Z digest=sha256:4007d0c2ca3670af96db68899bf37bc78bce427f0eb85d662097011f72798b3e

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=sha256:660d1555c1f873bc66d8c9d2f01c0d0cf820835762780a65ee52345b98d08a62

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T15:43:23.224014Z digest=sha256:f393f78ad2268089e0d075c90cfb70602124c069151cafee92985a18d07fb64b

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:a5d5c6dc4bb1307c5714952a13aee2ebff793af32f5e66144b7a32a49bda7046

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T15:43:23.521713Z digest=sha256:0fd5ddadd6aefd5e585bd72855d694eb7710d1ffeb1b73a18d2df08cc9c33497

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T15:43:23.685463Z digest=sha256:bed51f53b0bb6c9c5b3a50f56676ec21c4dc7e88c7371156f7d9b357a014868d

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T15:43:23.770404Z digest=sha256:7f757f6c271b2521a314c0f5a3dd2207aa36a0253e88dd363bd5882a25cfd55d

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T15:43:23.876050Z digest=sha256:522f7cc6d34c19fab28540b5274669ef67cf1311ef23ce0da69c4354429afa15

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T15:43:24.036781Z digest=sha256:ee49a093bc3efe3d02bce62be2ddb9e4644453dabcef224decca7227fc4a04c1

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T15:43:24.212853Z digest=sha256:3bc258c355342ba9e9174f3e350790ae341f7002c86ad1dc1abd7a1d4dcdd87a

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T15:43:24.415746Z digest=sha256:fe8f8561b56db9b1a0ee95b1a77814187de9ea57c61b218f8eccc97f022edac5

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T15:43:24.559034Z digest=sha256:4d249ab571a1edf1c9dc5e41ff06008a3974b159b1ff3d024c01d6707fd775e1

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T15:43:24.701885Z digest=sha256:9f6f2699abac680c55462714d5fa46c9c6c4a21849e97cd4020830d53c6e6e9c

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
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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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T15:43:24.888894Z digest=sha256:8d727c5de12fd7cde094b49b875c10dc229c87b553662e318c3afbd9170f1922

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=sha256:951c9cc003cffc8e456448c65630b131abfce9610e9f03b2481b2a567b6444eb

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T15:43:25.243631Z digest=sha256:b780a5b5a98731153cc9492149b2629fbc0cc260974076d99a0b3b5ccc84023e

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T15:43:25.414279Z digest=sha256:559d75295eb1b4137e4ad9b9e6d0adec7ea2aa31a3521c1a9fffb8aa643251f6

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T15:43:25.494995Z digest=sha256:d14b48b9a76e7df0d4897c777e75d3f75b69a804ae1da71274f5491e90c92278

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T15:43:25.563334Z digest=sha256:2f7021a6fe8380edc206803d948e65cd2cce888abe220fda6d54de06db446036

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T15:43:25.669883Z digest=sha256:a560dd9bb054610ea826d336d75f29368d302509b44e12d7f95ee8c62f6a9d87

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T15:43:25.745432Z digest=sha256:8dc5a7af90436b9f030180d9b2107b3b44f76b6cbae89c6857c0c2980efb4543

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T15:43:25.806809Z digest=sha256:17b004deb34ffe3683703d4f6af732a65ee4ec5f214523e51e4b0f9cdd52276c

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T15:43:25.879463Z digest=sha256:32ca605002cb5889dede81634dd9f1ceec1a0ebd3527b47c72cef4609554e1f0

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T15:43:26.008812Z digest=sha256:d2c0a69c4f0325383cf83dd09e8a0e5e161eae7e682d5c5f228b79e72606dc3b

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T15:43:26.242570Z digest=sha256:9492cd40ad921bbbf38399b39e62e4f6c6ffdbf7f59d09455feda3f518335c54

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T15:43:26.405022Z digest=sha256:c21ca88b911d7e84c277c6043848c8041a160fde103ea585f3e74edc7bd808c0

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T15:43:26.613802Z digest=sha256:eebd801a826542701c896291fd561d262f167d647427e249f47c523a1983bf05

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T15:43:26.745020Z digest=sha256:151c01876958939ef6230117d083d0c0c11c9c8ba02dd0a6e21e12f25a208932

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T15:43:26.866517Z digest=sha256:412eef6819a7e5aaea9b9c5306fbb0f1c56d0fdcb2ed4761d1dcd3965e1f8f2b

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T15:43:27.062226Z digest=sha256:a26364b9f608bad0e8e9b47640bb2296f4e294db44447216f8a8a02b7f31914e

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 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-06T15:43:27.211527Z digest=sha256:a082306233975a2c7f8cc0a036350ce5fd1bf84ce521f8c2af4b24249d54b193

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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+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
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+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
raw_fallback, observed 2026-08-06T15:43:31.478069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+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
raw_fallback, observed 2026-08-06T15:43:31.244420Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+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 2026-08-15T06:32:42.880941+00:00.

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