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Dionysios S. Kalogerias

Yale | Department of EE

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December 9, 2020

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

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Previous Post New paper on showing <hCU>noisy linear convergence of stochastic gradient descent for CV@R-based risk-aware learning under Polyak-Łojasiewicz inequalities</hCU> 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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Cell: +1 (732) 692-7564
e-mail: dionysis.kalogerias@yale.edu

Latest News

Paper “Beyond Lipschitz: Sharp Generalization and Excess Risk Bounds for Full-Batch GD” got accepted to ICLR 2023. January 21, 2023
New paper “Risk-Aware Stability of Discrete-Time Systems” (preprint available on arXiv). November 23, 2022
New paper “Model-Free Learning of Optimal Beamformers for Passive IRS-Assisted Sumrate Maximization” (preprint available in “Publications”). October 31, 2022
Paper “Black Box Generalization” just got accepted to NeurIPS 2022. September 15, 2022
New paper “Risk-Constrained Nonconvex Functional Resource Allocation has Zero Duality Gap” (preprint available in “Publications”). September 4, 2022
Paper “State-Output Risk-Constrained Quadratic Control of Partially Observed Linear Systems” was accepted for presentation at CDC 2022 (arXiv preprint in “Publications”). July 18, 2022
I will be an invited speaker at RSS 2022 workshop on “Risk-Aware Decision Making: From Optimal Control to RL”. June 25, 2022
Fresh update to paper “Beyond Lipschitz: Sharp Generalization and Excess Risk Bounds for Full-Batch GD” (see “Publications”, soon on arXiv). June 6, 2022
I will be an invited speaker at CWIT 2022, (invited) session on Data Science and Information Theory. May 17, 2022
New Paper “Beyond Lipschitz: Sharp Generalization and Excess Risk Bounds for Full-Batch GD” (arXiv preprint in “Publications”). Note: Paper under development. May 7, 2022
New Paper “A Zeroth-order Proximal Stochastic Gradient Method for Weakly Convex Stochastic Optimization” (arXiv preprint in “Publications”). May 3, 2022
New Paper “State-Output Risk-Constrained Quadratic Control of Partially Observed Linear Systems” (arXiv preprint in “Publications”). April 25, 2022
New Paper “Black Box Generalization” (see arXiv preprint in “Publications”). April 21, 2022
Dr. Spyridon Pougkakiotis (PhD Math, U of Edinburgh) is joining the group as a new postdoctoral researcher. Welcome Spyros! March 29, 2022
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! March 29, 2022

Dionysios S. Kalogerias

Yale | Department of EE

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