Spotlight "sample complexity" Papers

9 papers found

Filters:spotlight sample complexity Clear all

Conference

AAAI 2025 (3,028)COLM 2025 (418)CVPR 2025 (2,873)ICCV 2025 (2,701)ICLR 2025 (3,827)ICML 2025 (3,340)ISMAR 2025 (229)NEURIPS 2025 (5,858)AAAI 2024 (2,289)CVPR 2024 (2,716)ECCV 2024 (2,387)ICLR 2024 (2,297)ICML 2024 (2,635)

Paper Type

poster (24,624)paper (8,558)oral (1,594)spotlight (1,421)highlight (975)

Geometry Meets Incentives: Sample-Efficient Incentivized Exploration with Linear Contexts

Ben Schiffer, Mark Sellke

NEURIPS 2025spotlightarXiv:2506.01685

Position: Algebra Unveils Deep Learning - An Invitation to Neuroalgebraic Geometry

Giovanni Luca Marchetti, Vahid Shahverdi, Stefano Mereta et al.

ICML 2025spotlight

Product Distribution Learning with Imperfect Advice

Arnab Bhattacharyya, XianJun, Davin Choo, Philips George John et al.

NEURIPS 2025spotlightarXiv:2511.10366

Replicable Distribution Testing

Ilias Diakonikolas, Jingyi Gao, Daniel Kane et al.

NEURIPS 2025spotlightarXiv:2507.02814

Sample-Adaptivity Tradeoff in On-Demand Sampling

Nika Haghtalab, Omar Montasser, Mingda Qiao

NEURIPS 2025spotlightarXiv:2511.15507

A Theory of Fault-Tolerant Learning

Changlong Wu, Yifan Wang, Ananth Grama

ICML 2024spotlight

Faster Adaptive Decentralized Learning Algorithms

Feihu Huang, jianyu zhao

ICML 2024spotlightarXiv:2408.09775

How Uniform Random Weights Induce Non-uniform Bias: Typical Interpolating Neural Networks Generalize with Narrow Teachers

Gon Buzaglo, Itamar Harel, Mor Shpigel Nacson et al.

ICML 2024spotlightarXiv:2402.06323

Replicable Learning of Large-Margin Halfspaces

Alkis Kalavasis, Amin Karbasi, Kasper Green Larsen et al.

ICML 2024spotlightarXiv:2402.13857