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Reproduction: No Free Lunch: Non-Asymptotic Analysis of Prediction-Powered Inference
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SabaPivot/repro-no-free-lunch-non-asymptotic-analysis-of-prediction-powered-inference-job-output
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Hong Seong Pyo
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SabaPivot/repro-differentiable-conformal-training-for-llm-reasoning-factuality-artifacts updated a Space about 3 hours ago
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SabaPivot/repro-reward-free-alignment-for-conflicting-objectivesOrganizations
Paper, logbook, numerical artifacts, and scaled-run outputs for ICML 2026 paper #28680.
Exact Functional ANOVA — ICML 2026 Reproduction
ICML 2026 paper #23185 reproduction: Trackio logbook, public Jobs artifacts, and paper evidence.
ICML 2026 Repro · Error Feedback Algorithms
Independent reproduction: canonical logbook, Jobs, persisted results, and rerunnable bundle for arXiv:2605.31594 / OpenReview dyRD6lBH8K.
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SabaPivot/repro-a-tight-theory-of-error-feedback-algorithms-in-distributed-optimization-job-results
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Reproduction: A Tight Theory of Error Feedback Algorithms in Distributed Optimization
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SabaPivot/repro-a-tight-theory-of-error-feedback-algorithms-in-distributed-optimization-artifacts
11.9 MB
Ski Rental Distributional Predictions Reproduction
ICML 2026 reproduction of arXiv:2602.21104 / OpenReview h8NydU966G: Trackio logbook, evidence, poster, and artifacts.
ICML 2026 #17362 — Minimum Distance Summaries Reproduction
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Reproduction: Minimum Distance Summaries for Robust Neural Posterior Estimation
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SabaPivot/repro-minimum-distance-summaries-for-robust-neural-posterior-estimation-artifacts
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SabaPivot/repro-minimum-distance-summaries-artifacts
32.2 MB
ICML 2026 Reproduction — Paper 23512
Audited FMCPE reproduction with immutable artifacts and hosted Pendulum evidence.
ICML 2026 Reproduction — Paper 4632
Audited Trackio reproduction for OpenReview 68AMoK2YNk, with immutable artifacts, hosted-job output, and source paper.
ICML 2026 Repro #9370 — Isolation Forest Inductive Bias
Audited reproduction of ICML 2026 paper #9370 (OpenReview J0y3sNbo9G): Trackio logbook, immutable reproduction artifacts, and hosted Job outputs.
ICML 2026 Repro 29399 - Source Screening Shared Features
Audited #29399 reproduction: source checks, public T4 outputs, Trackio logbook, poster, and versioned bundle.
ICML 2026 Reproduction #12674 - Average and Discounted TD
Audited Trackio logbook, checksummed bundle, T4 Job outputs, and paper for OpenReview omkG80XURl.
ICML 2026 Repro — Minimum Distance Summaries
ICML 2026 #17362 (lq8fNVME8v): audited Trackio logbook and public artifact bucket; the primary paper is linked in the logbook.
ICML 2026 Repro — To Grok Grokking
Reproduction of arXiv 2601.19791: exact ridge and ReLU sweeps, theorem audit, raw artifacts, poster, and checksums.
Reproduction: Online Fair Division
ICML 2026 paper #1428 reproduction: logbook, downloadable bundle, and source paper.
ICML 2026 Reproduction — What Makes a Strong Model?
Paper, Trackio logbook, datasets, intermediate buckets, and reproducibility artifacts for ICML 2026 paper #23301.
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deedax/UTK-Face-Revised
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SabaPivot/repro-what-makes-a-strong-model-results
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Reproduction: What Makes a Strong Model? A Unified Spectral Analysis of Knowledge Transfer over High-dimensional Linear Regression
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ICML 2026 #27119 — ANPM / ADePM Reproduction
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Improved Analysis of the Accelerated Noisy Power Method with Applications to Decentralized PCA
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Reproduction: Improved Analysis of the Accelerated Noisy Power Method with Applications to Decentralized PCA
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Reproduction: Demystifying LLM-as-a-Judge
Artifacts for the ICML 2026 reproduction of arXiv:2512.19905 (OpenReview ANVg7NnupP).
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Demystifying LLM-as-a-Judge: Analytically Tractable Model for Inference-Time Scaling
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Reproduction: Demystifying LLM-as-a-Judge: Analytically Tractable Model for Inference-Time Scaling
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SabaPivot/repro-demystifying-judge-artifacts
4.2 MB
ICML 2026 #162 — Spurious Correlation Removal Reproduction
Audited reproduction assets for ICML 2026 paper #162 (OpenReview iwS6Lg1Uwx): Trackio logbook, immutable artifact bundle, and hosted-run outputs.
ICML 2026 Repro: FMCPE Paper 23512
Audited Trackio logbook, immutable reproduction bundle, and full hosted Pendulum run for ICML 2026 paper #23512 (OpenReview Ke4poDVYTO).
ICML 2026 Repro #26151 — Byzantine vs. Poisoning Stability
Audited Trackio logbook and immutable artifacts reproducing ICML 2026 paper #26151 (OpenReview lWyXszYR58).
ICML 2026 Repro #29992 - Positive Distribution Shift
Audited reproduction artifacts for ICML 2026 paper #29992: frozen evidence, public GPU outputs, Trackio logbook, and checksum-verified bundle.
ICML 2026 Repro #767: Fine-Tuning and ICL
Exact-scale synthetic run, oracle, prior sensitivity, source audit, Trackio logbook, and artifacts for jl2f2Y3iuC.
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Qwen/Qwen2.5-3B-Instruct
Text Generation • 3B • Updated • 5.9M • • 540 -
cais/mmlu
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SabaPivot/repro-finetuning-without-forgetting-icl-job
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Repro - Fine-Tuning Without Forgetting In-Context Learning: A Theoretical Analysis of Linear Attention Models
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ICML 2026 Repro - CAffNet
CAffNet ICML 2026 #29262 reproduction: public Trackio logbook and artifact bundle.
ICML 2026 Repro - Attention's forward pass and Frank-Wolfe
Independent reproduction of ICML 2026 paper #8097 (OpenReview zrn7rRuvhW), grouping the verified Trackio logbook and its public artifact bucket.
ICML 2026 Repro — Who Said Neural Networks Aren't Linear?
Public logbook, artifact bucket, and paper for the ICML 2026 reproduction of Eqm5VEaAom.
ICML 2026 Reproduction: No Free Lunch
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Reproduction: No Free Lunch: Non-Asymptotic Analysis of Prediction-Powered Inference
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5.13 MB -
SabaPivot/repro-no-free-lunch-non-asymptotic-analysis-of-prediction-powered-inference-job-output
40.5 kB
Reproduction: Online Fair Division
ICML 2026 paper #1428 reproduction: logbook, downloadable bundle, and source paper.
Exact Functional ANOVA — ICML 2026 Reproduction
ICML 2026 paper #23185 reproduction: Trackio logbook, public Jobs artifacts, and paper evidence.
ICML 2026 Reproduction — What Makes a Strong Model?
Paper, Trackio logbook, datasets, intermediate buckets, and reproducibility artifacts for ICML 2026 paper #23301.
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deedax/UTK-Face-Revised
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SabaPivot/repro-what-makes-a-strong-model-results
582 kB -
SabaPivot/repro-strong-model-artifacts
6.91 MB - Running
Reproduction: What Makes a Strong Model? A Unified Spectral Analysis of Knowledge Transfer over High-dimensional Linear Regression
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ICML 2026 Repro · Error Feedback Algorithms
Independent reproduction: canonical logbook, Jobs, persisted results, and rerunnable bundle for arXiv:2605.31594 / OpenReview dyRD6lBH8K.
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SabaPivot/repro-a-tight-theory-of-error-feedback-algorithms-in-distributed-optimization-job-results
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Reproduction: A Tight Theory of Error Feedback Algorithms in Distributed Optimization
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SabaPivot/repro-a-tight-theory-of-error-feedback-algorithms-in-distributed-optimization-artifacts
11.9 MB
ICML 2026 #27119 — ANPM / ADePM Reproduction
Paper, logbook, Job outputs, and artifacts for the ICML 2026 ANPM/ADePM reproduction.
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Improved Analysis of the Accelerated Noisy Power Method with Applications to Decentralized PCA
Paper • 2602.03682 • Published - Running
Reproduction: Improved Analysis of the Accelerated Noisy Power Method with Applications to Decentralized PCA
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SabaPivot/repro-improved-analysis-anpm-adepm-artifacts
6.42 MB
Ski Rental Distributional Predictions Reproduction
ICML 2026 reproduction of arXiv:2602.21104 / OpenReview h8NydU966G: Trackio logbook, evidence, poster, and artifacts.
Reproduction: Demystifying LLM-as-a-Judge
Artifacts for the ICML 2026 reproduction of arXiv:2512.19905 (OpenReview ANVg7NnupP).
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Demystifying LLM-as-a-Judge: Analytically Tractable Model for Inference-Time Scaling
Paper • 2512.19905 • Published -
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Reproduction: Demystifying LLM-as-a-Judge: Analytically Tractable Model for Inference-Time Scaling
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SabaPivot/repro-demystifying-judge-artifacts
4.2 MB
ICML 2026 #17362 — Minimum Distance Summaries Reproduction
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Reproduction: Minimum Distance Summaries for Robust Neural Posterior Estimation
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SabaPivot/repro-minimum-distance-summaries-for-robust-neural-posterior-estimation-artifacts
36.8 MB -
SabaPivot/repro-minimum-distance-summaries-artifacts
32.2 MB
ICML 2026 #162 — Spurious Correlation Removal Reproduction
Audited reproduction assets for ICML 2026 paper #162 (OpenReview iwS6Lg1Uwx): Trackio logbook, immutable artifact bundle, and hosted-run outputs.
ICML 2026 Reproduction — Paper 23512
Audited FMCPE reproduction with immutable artifacts and hosted Pendulum evidence.
ICML 2026 Repro: FMCPE Paper 23512
Audited Trackio logbook, immutable reproduction bundle, and full hosted Pendulum run for ICML 2026 paper #23512 (OpenReview Ke4poDVYTO).
ICML 2026 Reproduction — Paper 4632
Audited Trackio reproduction for OpenReview 68AMoK2YNk, with immutable artifacts, hosted-job output, and source paper.
ICML 2026 Repro #26151 — Byzantine vs. Poisoning Stability
Audited Trackio logbook and immutable artifacts reproducing ICML 2026 paper #26151 (OpenReview lWyXszYR58).
ICML 2026 Repro #9370 — Isolation Forest Inductive Bias
Audited reproduction of ICML 2026 paper #9370 (OpenReview J0y3sNbo9G): Trackio logbook, immutable reproduction artifacts, and hosted Job outputs.
ICML 2026 Repro #29992 - Positive Distribution Shift
Audited reproduction artifacts for ICML 2026 paper #29992: frozen evidence, public GPU outputs, Trackio logbook, and checksum-verified bundle.
ICML 2026 Repro 29399 - Source Screening Shared Features
Audited #29399 reproduction: source checks, public T4 outputs, Trackio logbook, poster, and versioned bundle.
ICML 2026 Repro #767: Fine-Tuning and ICL
Exact-scale synthetic run, oracle, prior sensitivity, source audit, Trackio logbook, and artifacts for jl2f2Y3iuC.
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Qwen/Qwen2.5-3B-Instruct
Text Generation • 3B • Updated • 5.9M • • 540 -
cais/mmlu
Viewer • Updated • 231k • 408k • 799 -
SabaPivot/repro-finetuning-without-forgetting-icl-job
1.78 MB - Running
Repro - Fine-Tuning Without Forgetting In-Context Learning: A Theoretical Analysis of Linear Attention Models
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ICML 2026 Reproduction #12674 - Average and Discounted TD
Audited Trackio logbook, checksummed bundle, T4 Job outputs, and paper for OpenReview omkG80XURl.
ICML 2026 Repro - CAffNet
CAffNet ICML 2026 #29262 reproduction: public Trackio logbook and artifact bundle.
ICML 2026 Repro — Minimum Distance Summaries
ICML 2026 #17362 (lq8fNVME8v): audited Trackio logbook and public artifact bucket; the primary paper is linked in the logbook.
ICML 2026 Repro - Attention's forward pass and Frank-Wolfe
Independent reproduction of ICML 2026 paper #8097 (OpenReview zrn7rRuvhW), grouping the verified Trackio logbook and its public artifact bucket.
ICML 2026 Repro — To Grok Grokking
Reproduction of arXiv 2601.19791: exact ridge and ReLU sweeps, theorem audit, raw artifacts, poster, and checksums.
ICML 2026 Repro — Who Said Neural Networks Aren't Linear?
Public logbook, artifact bucket, and paper for the ICML 2026 reproduction of Eqm5VEaAom.