Statistical Learning

Risk-Monotonicity in Statistical Learning

Pre-print 2020

Risk-Monotonicity via Distributional Robustness

Pre-print 2020

PAC-Bayesian Bound for the Conditional Value at Risk

NeurIPS 2020 (Spotlight Presentation${}^{\star}$)

PAC-Bayes Un-Expected Bernstein Inequality

NeurIPS 2019