111 citations · 1k across the 103 of their papers we have counts for
3 papers · 1 filter
A Spectral Approach for the Design of Experiments: Design, Analysis and Algorithms
Bhavya Kailkhura, Jayaraman J. Thiagarajan, Charvi Rastogi +2
This paper proposes a new approach to construct high quality space-filling sample designs. First, we propose a novel technique to quantify the space-filling property and optimally…
Robust Decentralized Learning Using ADMM with Unreliable Agents
Qunwei Li, Bhavya Kailkhura, Ryan Goldhahn +2
Many machine learning problems can be formulated as consensus optimization problems which can be solved efficiently via a cooperative multi-agent system. However, the agents in the…
Subspace-Aware Index Codes
Bhavya Kailkhura, Lakshmi Narasimhan Theagarajan, Pramod K. Varshney
In this paper, we generalize the well-known index coding problem to exploit the structure in the source-data to improve system throughput. In many applications, the data to be tran…