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Journal of Machine Learning Research : JMLR
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September 29, 2020
Robust Asynchronous Stochastic Gradient-Push: Asymptotically Optimal and Network-Independent Performance for Strongly Convex Functions
Artin Spiridonoff, Alex Olshevsky, Ioannis Ch Paschalidis
IEEE Signal Processing Magazine
|
March 22, 2021
Asymptotic Network Independence in Distributed Stochastic Optimization for Machine Learning
Shi Pu, Alex Olshevsky, Ioannis Ch Paschalidis
Scientific Reports
|
June 22, 2019
Graph-Theoretic Analysis of Belief System Dynamics under Logic Constraints
Angelia Nedić, Alex Olshevsky, César A Uribe
IEEE Control Systems Letters
|
February 14, 2025
One-Shot Averaging for Distributed TD(<i>λ</i>) Under Markov Sampling
Haoxing Tian, Ioannis Ch Paschalidis, Alex Olshevsky
IEEE Transactions on Automatic Control
|
June 7, 2023
A Sharp Estimate on the Transient Time of Distributed Stochastic Gradient Descent
Shi Pu, Alex Olshevsky, Ioannis Ch Paschalidis
IEEE Transactions on Control of Network Systems
|
January 26, 2026
Network-Based Epidemic Control Through Optimal Travel and Quarantine Management
Mahtab 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 Records
Theodora S Brisimi, Ruidi Chen, Theofanie Mela, et al.
Page
of 1
Search research articles
Search
Showing results (1-10 of 7) with videos related to
Sort By:
Page
of 1
Journal of Machine Learning Research : JMLR
|
September 29, 2020
Robust Asynchronous Stochastic Gradient-Push: Asymptotically Optimal and Network-Independent Performance for Strongly Convex Functions
Artin Spiridonoff, Alex Olshevsky, Ioannis Ch Paschalidis
IEEE Signal Processing Magazine
|
March 22, 2021
Asymptotic Network Independence in Distributed Stochastic Optimization for Machine Learning
Shi Pu, Alex Olshevsky, Ioannis Ch Paschalidis
Scientific Reports
|
June 22, 2019
Graph-Theoretic Analysis of Belief System Dynamics under Logic Constraints
Angelia Nedić, Alex Olshevsky, César A Uribe
IEEE Control Systems Letters
|
February 14, 2025
One-Shot Averaging for Distributed TD(<i>λ</i>) Under Markov Sampling
Haoxing Tian, Ioannis Ch Paschalidis, Alex Olshevsky
IEEE Transactions on Automatic Control
|
June 7, 2023
A Sharp Estimate on the Transient Time of Distributed Stochastic Gradient Descent
Shi Pu, Alex Olshevsky, Ioannis Ch Paschalidis
IEEE Transactions on Control of Network Systems
|
January 26, 2026
Network-Based Epidemic Control Through Optimal Travel and Quarantine Management
Mahtab 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 Records
Theodora S Brisimi, Ruidi Chen, Theofanie Mela, et al.
Page
of 1