"algorithmic robustness" Papers

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Approximation algorithms for combinatorial optimization with predictions

Antonios Antoniadis, Marek Elias, Adam Polak et al.

ICLR 2025posterarXiv:2411.16600
3
citations

Learning-Augmented Online Algorithm for Two-Level Ski-Rental Problem

Keyuan Zhang, Zhongdong Liu, Nakjung Choi et al.

AAAI 2024paperarXiv:2402.06715
2
citations

Simple Ingredients for Offline Reinforcement Learning

Edoardo Cetin, Andrea Tirinzoni, Matteo Pirotta et al.

ICML 2024poster