2025 "randomized algorithms" Papers

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Combinatorial Ski Rental Problem: Robust and Learning-Augmented Algorithms

Ziwei Li, Bo Sun, Zhiqiu Zhang et al.

NeurIPS 2025poster

Improving Energy Natural Gradient Descent through Woodbury, Momentum, and Randomization

Andrés Guzmán-Cordero, Felix Dangel, Gil Goldshlager et al.

NeurIPS 2025posterarXiv:2505.12149
6
citations

Learning-Augmented Online Bidding in Stochastic Settings

Spyros Angelopoulos, Bertrand Simon

NeurIPS 2025posterarXiv:2510.25582

Sketching for Convex and Nonconvex Regularized Least Squares with Sharp Guarantees

Yingzhen Yang, Ping Li

ICLR 2025posterarXiv:2311.01806