KAIROS: Scalable Model-Agnostic Data Valuation | Paper Citation Record

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This paper cites Official Journal of the European Union L 2024/1689, 12 July 2024, July 2024.

KAIROS: Scalable Model-Agnostic Data Valuation Official Journal of the European Union L 2024/1689, 12 July 2024, July 2024

Reference 1

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Observation c8b5ff9f-0e91-401e-b769-4f9559d18066 · outbound

This paper cites A general class of coefficients of divergence of one distribution from another.

KAIROS: Scalable Model-Agnostic Data Valuation A general class of coefficients of divergence of one distribution from another

Reference 2

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Observation 8961cc3e-6345-4563-b5c8-49be3db74034 · outbound

This paper cites Fundamentals of task-agnostic data valuation.

KAIROS: Scalable Model-Agnostic Data Valuation Fundamentals of task-agnostic data valuation

Reference 3

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Observation 80aa39e1-3efe-4c60-b9f1-49b4e10b56b0 · outbound

This paper cites Training data attribution via approximate unrolling.

KAIROS: Scalable Model-Agnostic Data Valuation Training data attribution via approximate unrolling

Reference 4

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Observation ad9fa284-65a7-4b8c-899e-3c9639260cbf · outbound

This paper cites A theory of learning from different domains.

KAIROS: Scalable Model-Agnostic Data Valuation A theory of learning from different domains

Reference 5

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Observation 0a02b1e9-3446-49b2-a2a0-026a8341fb55 · outbound

This paper cites Mmd-fuse: Learning and combining kernels for two-sample testing without data splitting.

KAIROS: Scalable Model-Agnostic Data Valuation Mmd-fuse: Learning and combining kernels for two-sample testing without data splitting

Reference 6

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Observation fe907557-0b9c-491d-977f-1f498eaf1335 · outbound

This paper cites Truthful data acquisition via peer prediction.

KAIROS: Scalable Model-Agnostic Data Valuation Truthful data acquisition via peer prediction

Reference 7

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Observation 42133a1c-de57-4c0c-9a18-b3feebd64d5a · outbound

This paper cites What is Your Data Worth to GPT? LLM-Scale Data Valuation with Influence Functions.

KAIROS: Scalable Model-Agnostic Data Valuation What is Your Data Worth to GPT? LLM-Scale Data Valuation with Influence Functions

Reference 8

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Observation ab0dfb5b-6d54-4a2a-9a2d-9d61915e2427 · outbound

This paper cites An analysis of single-layer networks in unsupervised feature learning.

KAIROS: Scalable Model-Agnostic Data Valuation An analysis of single-layer networks in unsupervised feature learning

Reference 9

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Observation a8f7347b-92c0-4184-8f72-b9bc5b68fa2d · outbound

This paper cites Joint distribution optimal trans- portation for domain adaptation.

KAIROS: Scalable Model-Agnostic Data Valuation Joint distribution optimal trans- portation for domain adaptation

Reference 10

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Observation 188bea6a-a2fa-4643-936b-966a427bf215 · outbound

This paper cites Stochastic amortization: A unified approach to accelerate feature and data attribution.

KAIROS: Scalable Model-Agnostic Data Valuation Stochastic amortization: A unified approach to accelerate feature and data attribution

Reference 11

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Observation f07b8a8e-e415-481b-ac73-7087652e87fe · outbound

This paper cites Information-type measures of difference of probability distributions and indirect observation.

KAIROS: Scalable Model-Agnostic Data Valuation Information-type measures of difference of probability distributions and indirect observation

Reference 12

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Observation ab73ea4a-039c-46e4-a651-1df457ef151a · outbound

This paper cites Sinkhorn distances: Lightspeed computation of optimal transport.

KAIROS: Scalable Model-Agnostic Data Valuation Sinkhorn distances: Lightspeed computation of optimal transport

Reference 13

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This paper cites EU AI Act’s ban on prohibited practices takes effect: First compliance milestones, 2025.

KAIROS: Scalable Model-Agnostic Data Valuation EU AI Act’s ban on prohibited practices takes effect: First compliance milestones, 2025

Reference 14

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Observation e53579bc-5cf2-4a0c-b043-11e0826410ab · outbound

This paper cites Large sample analysis of the median heuristic.

KAIROS: Scalable Model-Agnostic Data Valuation Large sample analysis of the median heuristic

Reference 15

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This paper cites Sample complexity of sinkhorn divergences.

KAIROS: Scalable Model-Agnostic Data Valuation Sample complexity of sinkhorn divergences

Reference 16

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Observation 16641fe9-5086-4694-83a2-c923e34dcb8b · outbound

This paper cites A distributional framework for data valuation.

KAIROS: Scalable Model-Agnostic Data Valuation A distributional framework for data valuation

Reference 17

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Observation 66f06833-4ca4-41f9-af76-d58ed138df0b · outbound

This paper cites Data shapley: Equitable valuation of data for machine learning.

KAIROS: Scalable Model-Agnostic Data Valuation Data shapley: Equitable valuation of data for machine learning

Reference 18

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Observation 86e87feb-77a1-456b-a7d2-6f3f5f660f5f · outbound

This paper cites A kernel two-sample test.

KAIROS: Scalable Model-Agnostic Data Valuation A kernel two-sample test

Reference 19

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Observation 7e099d84-6847-4281-9f99-cf070177570c · outbound

This paper cites Studying Large Language Model Generalization with Influence Functions.

KAIROS: Scalable Model-Agnostic Data Valuation Studying Large Language Model Generalization with Influence Functions

Reference 20

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Observation 8aa7de69-c812-4c4f-b6cb-8b14116f11b9 · outbound

This paper cites BadNets: Identifying Vulnerabilities in the Machine Learning Model Supply Chain.

KAIROS: Scalable Model-Agnostic Data Valuation BadNets: Identifying Vulnerabilities in the Machine Learning Model Supply Chain

Reference 21

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Observation d693be6c-163a-40d3-8630-50d317319271 · outbound

This paper cites Lisa: Lazy safety alignment for large language models against harmful fine-tuning attack.

KAIROS: Scalable Model-Agnostic Data Valuation Lisa: Lazy safety alignment for large language models against harmful fine-tuning attack

Reference 22

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Observation 4bb98c77-decb-4d4b-be09-c00eb4a77e22 · outbound

This paper cites Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms.

KAIROS: Scalable Model-Agnostic Data Valuation Efficient Task-Specific Data Valuation for Nearest Neighbor Algorithms

Reference 23

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Observation b2dbdbb7-4491-42e9-87b1-410c724cad48 · outbound

This paper cites Towards efficient data valuation based on the shapley value.

KAIROS: Scalable Model-Agnostic Data Valuation Towards efficient data valuation based on the shapley value

Reference 24

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This paper cites Opendataval: a unified benchmark for data valuation.

KAIROS: Scalable Model-Agnostic Data Valuation Opendataval: a unified benchmark for data valuation

Reference 25

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Observation 7f1dd078-b5a6-4fcc-bec7-2e8419cab3fb · outbound

This paper cites LAVA: Data Valuation without Pre-Specified Learning Algorithms.

KAIROS: Scalable Model-Agnostic Data Valuation LAVA: Data Valuation without Pre-Specified Learning Algorithms

Reference 26

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This paper cites Revisiting Methods for Finding Influential Examples.

KAIROS: Scalable Model-Agnostic Data Valuation Revisiting Methods for Finding Influential Examples

Reference 27

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This paper cites SAVA: Scalable Learning-Agnostic Data Valuation.

KAIROS: Scalable Model-Agnostic Data Valuation SAVA: Scalable Learning-Agnostic Data Valuation

Reference 29

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Observation 51222773-9e5c-4a92-ada2-0e758bde1503 · outbound

This paper cites Understanding black-box predictions via influence functions.

KAIROS: Scalable Model-Agnostic Data Valuation Understanding black-box predictions via influence functions

Reference 30

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This paper cites Learning multiple layers of features from tiny images.

KAIROS: Scalable Model-Agnostic Data Valuation Learning multiple layers of features from tiny images

Reference 31

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This paper cites Beta Shapley: a Unified and Noise-reduced Data Valuation Framework for Machine Learning.

KAIROS: Scalable Model-Agnostic Data Valuation Beta Shapley: a Unified and Noise-reduced Data Valuation Framework for Machine Learning

Reference 32

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This paper cites Data-oob: Out-of-bag estimate as a simple and efficient data value.

KAIROS: Scalable Model-Agnostic Data Valuation Data-oob: Out-of-bag estimate as a simple and efficient data value

Reference 33

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Observation ed832cb4-b8db-488b-a542-70dd8c04bd1e · outbound

This paper cites Robust statistics—the approach based on influence functions, 1986.

KAIROS: Scalable Model-Agnostic Data Valuation Robust statistics—the approach based on influence functions, 1986

Reference 34

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Observation 18e9b229-3eca-4d10-afd1-4c2c2660fc25 · outbound

This paper cites Learning transferable features with deep adaptation networks.

KAIROS: Scalable Model-Agnostic Data Valuation Learning transferable features with deep adaptation networks

Reference 35

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Observation 7518d011-5389-4e1f-888b-3705fc283b4e · outbound

This paper cites Learning word vectors for sentiment analysis.

KAIROS: Scalable Model-Agnostic Data Valuation Learning word vectors for sentiment analysis

Reference 36

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Observation 12ce92b2-855d-409e-b17c-8a9ffdd9a76b · outbound

This paper cites Integral probability metrics and their generating classes of functions.

KAIROS: Scalable Model-Agnostic Data Valuation Integral probability metrics and their generating classes of functions

Reference 37

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Observation bd73d8c1-4acd-4f67-9b36-26c53fafab29 · outbound

This paper cites A measure-theoretic approach to kernel conditional mean embeddings.

KAIROS: Scalable Model-Agnostic Data Valuation A measure-theoretic approach to kernel conditional mean embeddings

Reference 38

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Observation 0a0559fd-f34c-45a5-941e-174695c50d28 · outbound

This paper cites TRAK: Attributing Model Behavior at Scale.

KAIROS: Scalable Model-Agnostic Data Valuation TRAK: Attributing Model Behavior at Scale

Reference 39

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This paper cites Estimating training data influence by tracing gradient descent.

KAIROS: Scalable Model-Agnostic Data Valuation Estimating training data influence by tracing gradient descent

Reference 40

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Observation 03549c2c-2d61-4b68-97f7-5e8462b64d94 · outbound

This paper cites Mind the Style of Text! Adversarial and Backdoor Attacks Based on Text Style Transfer.

KAIROS: Scalable Model-Agnostic Data Valuation Mind the Style of Text! Adversarial and Backdoor Attacks Based on Text Style Transfer

Reference 41

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Observation 23824c7b-efc2-4de0-a9fb-a2aa93126b07 · outbound

This paper cites Adaptivity and Computation-Statistics Tradeoffs for Kernel and Distance based High Dimensional Two Sample Testing.

KAIROS: Scalable Model-Agnostic Data Valuation Adaptivity and Computation-Statistics Tradeoffs for Kernel and Distance based High Dimensional Two Sample Testing

Reference 42

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Observation 5d05ed5f-823b-4fb9-a7c8-83ad133b4718 · outbound

This paper cites On the high dimensional power of a linear-time two sample test under mean-shift alternatives.

KAIROS: Scalable Model-Agnostic Data Valuation On the high dimensional power of a linear-time two sample test under mean-shift alternatives

Reference 43

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Observation c2116af2-5f48-42ea-ac52-9dc6f321a296 · outbound

This paper cites Theoretical analysis of domain adaptation with optimal transport.

KAIROS: Scalable Model-Agnostic Data Valuation Theoretical analysis of domain adaptation with optimal transport

Reference 44

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Observation 8be22b0e-4600-4a2a-b110-cbd6c2dd4ca5 · outbound

This paper cites Conditional generative moment-matching networks.

KAIROS: Scalable Model-Agnostic Data Valuation Conditional generative moment-matching networks

Reference 45

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Observation d3babedb-25b5-44a3-aa50-5f368a80a5d7 · outbound

This paper cites Time, openai sign multi-year content deal, June 2024.

KAIROS: Scalable Model-Agnostic Data Valuation Time, openai sign multi-year content deal, June 2024

Reference 46

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Observation c59afe21-888d-437f-ab9b-607cc3fab840 · outbound

This paper cites Cs-shapley: class-wise shapley values for data valuation in classification.

KAIROS: Scalable Model-Agnostic Data Valuation Cs-shapley: class-wise shapley values for data valuation in classification

Reference 47

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Observation b2ba8637-4873-4f63-8665-c58049feb6a9 · outbound

This paper cites Poison frogs! targeted clean-label poisoning attacks on neural networks.Advances in neural information processing systems, 31, 2018.

KAIROS: Scalable Model-Agnostic Data Valuation Poison frogs! targeted clean-label poisoning attacks on neural networks.Advances in neural information processing systems, 31, 2018

Reference 48

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Observation d36217e4-01eb-4f4a-bdc1-8d3a22287a58 · outbound

This paper cites A value for n-person games.

KAIROS: Scalable Model-Agnostic Data Valuation A value for n-person games

Reference 49

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This paper cites Ai deals to make up a third of shutterstock’s revenue by 2027, June 2024.

KAIROS: Scalable Model-Agnostic Data Valuation Ai deals to make up a third of shutterstock’s revenue by 2027, June 2024

Reference 50

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Observation 2218699c-2e05-42d6-a018-09f6f5332518 · outbound

This paper cites Hilbert space embeddings and metrics on probability measures.

KAIROS: Scalable Model-Agnostic Data Valuation Hilbert space embeddings and metrics on probability measures

Reference 51

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Observation e9207e12-068f-4c9a-bb89-aba96c420ac0 · outbound

This paper cites Density ratio estimation: A comprehensive review (statistical experiment and its related topics).

KAIROS: Scalable Model-Agnostic Data Valuation Density ratio estimation: A comprehensive review (statistical experiment and its related topics)

Reference 52

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Observation 18385548-99e8-4631-b0cb-3106fea0c3c3 · outbound

This paper cites 2D-OOB: Attributing Data Contribution Through Joint Valuation Framework.

KAIROS: Scalable Model-Agnostic Data Valuation 2D-OOB: Attributing Data Contribution Through Joint Valuation Framework

Reference 53

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Observation 6650c2cd-2117-45de-840a-1f1b084c3ed1 · outbound

This paper cites Incentivizing collaboration in machine learning via synthetic data rewards.

KAIROS: Scalable Model-Agnostic Data Valuation Incentivizing collaboration in machine learning via synthetic data rewards

Reference 54

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Observation f721393e-49f4-46f4-aa44-c264fd681493 · outbound

This paper cites Asymptotic statistics, volume 3.

KAIROS: Scalable Model-Agnostic Data Valuation Asymptotic statistics, volume 3

Reference 55

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Observation dbffcb9b-7529-4663-816b-ab97c09f51b0 · outbound

This paper cites Topics in optimal transportation, volume 58.

KAIROS: Scalable Model-Agnostic Data Valuation Topics in optimal transportation, volume 58

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:41:20.304927Z

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No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a6108836-75c3-403c-b1fe-3e4dfd966651 · outbound

This paper cites Optimal transport: old and new, volume 338.

KAIROS: Scalable Model-Agnostic Data Valuation Optimal transport: old and new, volume 338

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-06T21:41:16.286137Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e97e9398-eb7f-433f-a874-16d9f5f4fa97 · outbound

This paper cites Data banzhaf: A robust data valuation framework for machine learning.

KAIROS: Scalable Model-Agnostic Data Valuation Data banzhaf: A robust data valuation framework for machine learning

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:41:20.065278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 99dd693d-f314-4d23-a18e-86ee280d6a3e · outbound

This paper cites Data Shapley in One Training Run.

KAIROS: Scalable Model-Agnostic Data Valuation Data Shapley in One Training Run

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-06T21:41:16.486979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8a040ad-4c38-40bb-a1de-1b625bd931a0 · outbound

This paper cites Rethinking Data Shapley for Data Selection Tasks: Misleads and Merits.

KAIROS: Scalable Model-Agnostic Data Valuation Rethinking Data Shapley for Data Selection Tasks: Misleads and Merits

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-06T21:41:16.569445Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f732d40-5ea5-4659-a71f-c7350e0a4ea9 · outbound

This paper cites LossVal: Efficient Data Valuation for Neural Networks.

KAIROS: Scalable Model-Agnostic Data Valuation LossVal: Efficient Data Valuation for Neural Networks

Reference 61

Resolution: verified exact; local_arxiv, observed 2026-08-06T21:41:17.648056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f0ce9014-bc43-4217-9f25-d1e3d2eb8b53 · outbound

This paper cites Davinz: Data valuation using deep neural networks at initialization.

KAIROS: Scalable Model-Agnostic Data Valuation Davinz: Data valuation using deep neural networks at initialization

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:41:19.778774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 58938984-f636-45aa-bcd5-11349bb257b8 · outbound

This paper cites Noising and denoising natural language: Diverse backtranslation for grammar correction.

KAIROS: Scalable Model-Agnostic Data Valuation Noising and denoising natural language: Diverse backtranslation for grammar correction

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:41:19.588779Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 565cfb40-5605-4f6a-af68-7a546b82ba8b · outbound

This paper cites Data Noising as Smoothing in Neural Network Language Models.

KAIROS: Scalable Model-Agnostic Data Valuation Data Noising as Smoothing in Neural Network Language Models

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-06T21:41:17.021203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e72536b8-ba81-4d3b-8669-330abe0eba41 · outbound

This paper cites Data distribution valuation.

KAIROS: Scalable Model-Agnostic Data Valuation Data distribution valuation

Reference 65

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:41:19.318856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 563ffb0f-7acf-4257-b32c-88ec840670d6 · outbound

This paper cites Validation free and replication robust volume-based data valuation.

KAIROS: Scalable Model-Agnostic Data Valuation Validation free and replication robust volume-based data valuation

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:41:19.041854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 50b505e9-a6fe-40a5-9cef-d1a00b23594d · outbound

This paper cites Data valuation using reinforcement learning.

KAIROS: Scalable Model-Agnostic Data Valuation Data valuation using reinforcement learning

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-06T21:41:17.258808Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56b1ce5e-9608-490b-ab6a-179365882afd · outbound

This paper cites median heuristic.

KAIROS: Scalable Model-Agnostic Data Valuation median heuristic

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:41:18.782730Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Reference resolution

Outbound references

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