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Papers

Publications linked to models, labs and benchmarks. Authors, venues and abstracts come from arXiv and publisher pages.

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Papers
TitleAuthorsPublishedCategoriesOrganization / venueQuality
Statistically Valid Post-Training Hyperparameter Selection: From Tuning to GuaranteesarXiv:2606.25601Amirmohammad Farzaneh, Osvaldo Simeone11 Sept 2026stat.ML—89
The Zero Pattern of a Design Matrix Drives Multiple Descent in Over-parameterized RegressionarXiv:2607.24041Kevin Han Huang, Haoyu Ye, Somak Laha +111 Sept 2026math.ST—89
VALG: An Agentic System for ML Theory ResearcharXiv:2608.13060Dechen Zhang, Xuan Tang, Xinxiang Yin +211 Sept 2026cs.AI—89
Critical initialization destabilizes higher input derivatives in wide scalar-input networksarXiv:2609.09244Prashant Singh, Pranav Singh11 Sept 2026stat.ML—89
What Fixed-Rollout pass@k Evaluations Can IdentifyarXiv:2609.09245Pranav Singh, Prashant Singh11 Sept 2026stat.ML—89
High-probability guarantees for linear accessibility in feature superpositionarXiv:2609.09556Enrico Vompa11 Sept 2026stat.ML—89
Learning with Synthetic Data via SGD in High-Dimensional Linear RegressionarXiv:2609.09572Jichu li, Difan Zou11 Sept 2026stat.ML—89
FlowCPO: A Unified Divergence View of Preference Alignment for Flow ModelsarXiv:2609.09905Yansen Han, Shengyi Liao, Peng Sun +211 Sept 2026stat.ML—89
A statistical approach to bias in zero-shot learning: the lens of handwriting recognitionarXiv:2609.10084Clarence Chew, Gim Siang Chia, Sukalpa Chanda +211 Sept 2026stat.ML—89
Domain Elastic Transform: Bayesian Function Registration for High-Dimensional Scientific DataarXiv:2603.21235Osamu Hirose, Emanuele Rodola11 Sept 2026stat.ML—89

Author lists and categories are copied from the paper's own metadata (arXiv, publisher). Each paper page shows the abstract, related models and every source snapshot.