research
∙
06/19/2023
Adaptive Federated Learning with Auto-Tuned Clients
Federated learning (FL) is a distributed machine learning framework wher...
share
research
∙
11/09/2022
Extragradient with Positive Momentum is Optimal for Games with Cross-Shaped Jacobian Spectrum
The extragradient method has recently gained increasing attention, due t...
research
∙
03/22/2022
Local Stochastic Factored Gradient Descent for Distributed Quantum State Tomography
We propose a distributed Quantum State Tomography (QST) protocol, named ...
research
∙
11/11/2021
Convergence and Stability of the Stochastic Proximal Point Algorithm with Momentum
Stochastic gradient descent with momentum (SGDM) is the dominant algorit...
research
∙
07/31/2021
Provably Efficient Lottery Ticket Discovery
The lottery ticket hypothesis (LTH) claims that randomly-initialized, de...
research
∙
06/16/2021
Momentum-inspired Low-Rank Coordinate Descent for Diagonally Constrained SDPs
We present a novel, practical, and provable approach for solving diagona...
research
∙
04/14/2021
