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Papers

Publications linked to models, labs and benchmarks. Authors, venues and abstracts come from arXiv and publisher pages; model links come from model cards citing the paper.

16 papers

Papers
TitleAuthorsOrganizationPublishedIntroduces Models (and artifacts) whose model card or documentation cites this paper — inbound described_by relations.DatasetsBenchmarksCode
Stochastic Gradient Descent over P2arXiv:2609.13343stat.MLMaria Oprea, Qin Li, Yunan Yang16 Sept 2026
On the Equivalence of Stochastic Control and Path Space Formulations for Schr\"odinger Bridges over Compact Connected Lie GroupsarXiv:2609.13758math.OCAbhishek Halder, Adeel Akhtar, Georgiy A. Bondar +116 Sept 2026
GRAFT-ATHENA: Self-Improving Agentic Teams for Autonomous Discovery and Evolutionary Numerical AlgorithmsarXiv:2605.11117cs.LGGeorge Em Karniadakis, Juan Diego Toscano, Zhaojie Chai16 Sept 2026
Criticality in Dissimilar Decomposition and Undersampling of Random Datasets with AnomaliesarXiv:2609.13201cs.LGGhurumuruhan Ganesan15 Sept 2026
Steady-State Convergence of Stochastic ApproximationarXiv:2609.14922stat.MLQiaomin Xie, Yixuan Zhang15 Sept 2026
Thin-shell stability of Gaussian cooling: logconcave sampling with sesteric complexity from a cold startarXiv:2609.15884cs.DSSantosh S. Vempala, Yunbum Kook15 Sept 2026
Prelimit Coupling and Steady-State Convergence of Constant-stepsize Nonsmooth Contractive SAarXiv:2404.06023stat.MLDongyan Huo, Qiaomin Xie, Yixuan Zhang +115 Sept 2026
Random matrix theory of sparse neuronal networks with heterogeneous timescalesarXiv:2512.12767q-bio.NCOleg Evnin, Thiparat Chotibut, Weerawit Horinouchi15 Sept 2026
Score-based Outlier Generation via Controlling the Radon-Nikodym DerivativearXiv:2609.12113cs.LGAmartya Mukherjee, Jun Liu, Kry Yik-Chau Lui +214 Sept 2026
Almost Sure Convergence Analysis of Stochastic Gradient Methods with Clipping and Additive NoisearXiv:2609.12119cs.LGAmartya Mukherjee, Jun Liu14 Sept 2026
A Full Adam Theorem for Spectral Heavy-Tail OnsetarXiv:2609.12996cs.LGZongmin Liu14 Sept 2026
Tight Sampling Complexity with stochastic gradient oracles in Fixed DimensionsarXiv:2609.12590math.STWeiming Ou, Xiao Wang14 Sept 2026
On Universality of Non-Separable Approximate Message Passing AlgorithmsarXiv:2506.23010math.STMax Lovig, Tianhao Wang, Zhou Fan14 Sept 2026
Generalization Analysis of Distributed Kernel-based Robust Gradient Descent AlgorithmsarXiv:2609.11712stat.MLJun-Yi Meng, Zheng-Chu Guo, Yuan Mao11 Sept 2026
Near-optimal estimates for the $\ell^p$-Lipschitz constants of deep random ReLU neural networksarXiv:2506.19695stat.MLSjoerd Dirksen, Patrick Finke, Paul Geuchen +211 Sept 2026
High-probability guarantees for linear accessibility in feature superpositionarXiv:2609.09556stat.MLEnrico Vompa11 Sept 2026

16 results

Author lists and categories are copied from the paper's own metadata (arXiv, publisher). Linked models, datasets, benchmarks and code come from stated relations only; a dash means no source stated one.