April 21, 2022 Dionysios Leave a Comment New Paper “Black Box Generalization” (see arXiv preprint in “Publications”). Posted in News Archive
March 29, 2022 Dionysios Leave a Comment Dr. Spyridon Pougkakiotis (PhD Math, U of Edinburgh) is joining the group as a new postdoctoral researcher. Welcome Spyros! Posted in News Archive
March 29, 2022 Dionysios Leave a Comment New collaboration with Microsoft Corp on Optimal Control under Uncertainly for Computer Systems is just starting. Thank you Microsoft Corp, we gladly appreciate the support! Posted in News Archive
January 23, 2022 Dionysios Leave a Comment Paper “Fast and Stable Convergence of Online SGD for CV@R-Based Risk-Aware Learning” accepted to ICASSP 2022. Posted in News Archive
January 11, 2022 Dionysios Leave a Comment Paper “Zeroth-order Stochastic Compositional Algorithms for Risk-Aware Learning” accepted to the SIAM Journal on Optimization (to appear, available in “Publications”). Posted in News Archive
December 16, 2021 Dionysios Leave a Comment New preprint for paper “Zeroth-order Stochastic Compositional Algorithms for Risk-Aware Learning” (available in “Publications”). Posted in News Archive
December 14, 2021 Dionysios Leave a Comment New Paper “Linear Quadratic Control with Risk Constraints” (see preprint in “Publications”). Posted in News Archive
August 22, 2021 Dionysios Leave a Comment Preprint and code for MLSP paper “Model-Free Learning of Optimal Deterministic Resource Allocations in Wireless Systems via Action-Space Exploration” now available for download in “Publications”. Posted in News Archive
August 16, 2021 Dionysios Leave a Comment Will be an invited speaker at the Workshop on Aware-learning: how to benefit from priors, during CDC 2021 (https://sites.google.com/view/cdc2021workshop-aware-learning/home). Posted in News Archive
August 15, 2021 Dionysios Leave a Comment New Paper “Model-Free Learning of Optimal Deterministic Resource Allocations in Wireless Systems via Action-Space Exploration” was just accepted for presentation at MLSP 2021. Posted in News Archive