Showing results (1-10 of 117) with videos related to
Sort By:
Pageof 12
IEEE Signal Processing Magazine|March 22, 2021
Asymptotic Network Independence in Distributed Stochastic Optimization for Machine LearningShi Pu, Alex Olshevsky, Ioannis Ch PaschalidisIEEE Transactions on Automatic Control|June 7, 2023
A Sharp Estimate on the Transient Time of Distributed Stochastic Gradient DescentShi Pu, Alex Olshevsky, Ioannis Ch PaschalidisJournal of Machine Learning Research : JMLR|September 29, 2020
Robust Asynchronous Stochastic Gradient-Push: Asymptotically Optimal and Network-Independent Performance for Strongly Convex FunctionsArtin Spiridonoff, Alex Olshevsky, Ioannis Ch PaschalidisIEEE Control Systems Letters|February 14, 2025
One-Shot Averaging for Distributed TD(λ) Under Markov SamplingHaoxing Tian, Ioannis Ch Paschalidis, Alex OlshevskyIEEE Transactions on Control of Network Systems|January 26, 2026
Network-Based Epidemic Control Through Optimal Travel and Quarantine ManagementMahtab Talaei, Apostolos I Rikos, Alex Olshevsky, et al.International Journal of Medical Informatics|March 4, 2018
Federated learning of predictive models from federated Electronic Health RecordsTheodora S Brisimi, Ruidi Chen, Theofanie Mela, et al.IEEE/ACM Transactions on Computational Biology and Bioinformatics|May 27, 2021
Machine Learning for Pharmacogenomics and Personalized Medicine: A Ranking Model for Drug Sensitivity PredictionShahabeddin Sotudian, Ioannis Ch PaschalidisJournal of Machine Learning Research : JMLR|August 23, 2021
A Robust Learning Approach for Regression Models Based on Distributionally Robust OptimizationRuidi Chen, Ioannis Ch PaschalidisComputers in Biology and Medicine|March 19, 2024
ITNR: Inversion Transformer-based Neural Ranking for cancer drug recommendationsShahabeddin Sotudian, Ioannis Ch PaschalidisOperations Research|November 11, 2014
Inverse Optimization: A New Perspective on the Black-Litterman ModelDimitris Bertsimas, Vishal Gupta, Ioannis Ch PaschalidisPageof 12