"regularization techniques" Papers

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A Single-Loop Gradient Algorithm for Pessimistic Bilevel Optimization via Smooth Approximation

Qichao Cao, Shangzhi Zeng, Jin Zhang

NEURIPS 2025arXiv:2509.26240

Simplifying Deep Temporal Difference Learning

Matteo Gallici, Mattie Fellows, Benjamin Ellis et al.

ICLR 2025oralarXiv:2407.04811
56
citations

Catch-Up Mix: Catch-Up Class for Struggling Filters in CNN

Minsoo Kang, Minkoo Kang, Suhyun Kim

AAAI 2024paperarXiv:2401.13193
7
citations

Overestimation, Overfitting, and Plasticity in Actor-Critic: the Bitter Lesson of Reinforcement Learning

Michal Nauman, Michał Bortkiewicz, Piotr Milos et al.

ICML 2024arXiv:2403.00514
41
citations