Paschalidis, Ioannis Ch.

3 publications

AAAI 2021 Uncertainty-Aware Policy Optimization: A Robust, Adaptive Trust Region Approach James Queeney, Ioannis Ch. Paschalidis, Christos G. Cassandras

JMLR 2020 Robust Asynchronous Stochastic Gradient-Push: Asymptotically Optimal and Network-Independent Performance for Strongly Convex Functions Artin Spiridonoff, Alex Olshevsky, Ioannis Ch. Paschalidis

JMLR 2018 A Robust Learning Approach for Regression Models Based on Distributionally Robust Optimization Ruidi Chen, Ioannis Ch. Paschalidis