2 citations · 3 across the 3 of their papers we have counts for
6 papers
Fleet Sizing and Charger Allocation in Electric Vehicle Sharing Systems
Yuntian Deng, Abhishek Gupta, Ness B. Shroff
In this paper, we propose a closed queueing network model for performance analysis of electric vehicle sharing systems with a certain number of chargers in each neighborhood. Depen…
ByGARS: Byzantine SGD with Arbitrary Number of Attackers
Jayanth Regatti, Hao Chen, Abhishek Gupta
We propose two novel stochastic gradient descent algorithms, ByGARS and ByGARS++, for distributed machine learning in the presence of any number of Byzantine adversaries. In these…
Steady-state fluctuations of a genetic feedback loop with fluctuating rate parameters using the unified colored noise approximation
James Holehouse, Abhishek Gupta, Ramon Grima
A common model of stochastic auto-regulatory gene expression describes promoter switching via cooperative protein binding, effective protein production in the active state and dilu…
Convergence of Recursive Stochastic Algorithms using Wasserstein Divergence
Abhishek Gupta, William B. Haskell
This paper develops a unified framework, based on iterated random operator theory, to analyze the convergence of constant stepsize recursive stochastic algorithms (RSAs). RSAs use…
Distributed SGD Generalizes Well Under Asynchrony
Jayanth Regatti, Gaurav Tendolkar, Yi Zhou +2
The performance of fully synchronized distributed systems has faced a bottleneck due to the big data trend, under which asynchronous distributed systems are becoming a major popula…
Rank Reduction in Bimatrix Games
Joseph L. Heyman, Abhishek Gupta
The rank of a bimatrix game is defined as the rank of the sum of the payoff matrices of the two players. The rank of a game is known to impact both the most suitable computation me…