Author

Pratham Gupta

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#machine learning Preprint Oct 2026

Reliable Scale-Free Bandits via Empirical Likelihood

The exact exponent of linear regret deviations on two-armed Gaussian instances with common variance is determined and a matching lower bound among policies satisfying the same expected-regret budget on every such Gaussian instance is established.

Pratham Gupta, Alhad Sethi, Shubhada Agrawal · 0 citations