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Dionysios S. Kalogerias

Assistant Professor @ ECE MSU

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Department of ECE
Michigan State University
Cell: +1 (732) 692-7564
e-mail: dionysis@msu.edu

Latest News

Paper titled “Predictive Learning for Hidden Tree-Structured Ising Models” was just accepted to the Journal of Machine Learning Research (JMLR) (to appear, check out updated preprint). February 15, 2021
Preprint for paper on noisy linear convergence of SGD for CV@R learning under Polyak-Łojasiewicz inequalities available in “Publications” (soon on arXiv). December 8, 2020
Check out new video presentation for CDC 2020 risk-aware LQR paper (see right above). December 8, 2020
New paper on showing noisy linear convergence of stochastic gradient descent for CV@R-based risk-aware learning under Polyak-Łojasiewicz inequalities submitted. Preprint to be available soon. October 28, 2020
Another paper on actor-only deterministic policy gradient via zeroth-order action-space oracles submitted. October 21, 2020
Our paper titled “Model-Free Learning of Optimal Ergodic Policies in Wireless Systems” was just accepted to the IEEE Transactions on Signal Processing (to appear, check out updated preprint). September 24, 2020

Check out new video presentation for CDC 2020 risk-aware LQR paper (see right above).

Published by Dionysios on December 8, 2020

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Previous Post New paper on showing noisy linear convergence of stochastic gradient descent for CV@R-based risk-aware learning under Polyak-Łojasiewicz inequalities submitted. Preprint to be available soon.

Next Post Preprint for paper on noisy linear convergence of SGD for CV@R learning under Polyak-Łojasiewicz inequalities available in “Publications” (soon on arXiv).

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