ArXiv TLDR

Victor Gabillon

2 papers · Latest:

Statistical Machine Learning

Adaptive multi-fidelity optimization with fast learning rates

Kometo is a new adaptive multi-fidelity optimization algorithm that achieves fast learning rates and improves upon prior guarantees without needing problem-specific knowledge.

2604.16239
Statistical Machine Learning

Best of both worlds: Stochastic & adversarial best-arm identification

This paper introduces an algorithm for best-arm identification that performs optimally in stochastic bandit problems while remaining robust to adversarial rewards.

2604.14860

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