19 citations · 20 across the 2 of their papers we have counts for
3 papers · 1 filter
A Generalization Error Bound for Multi-class Domain Generalization
Aniket Anand Deshmukh, Yunwen Lei, Srinagesh Sharma +3
Domain generalization is the problem of assigning labels to an unlabeled data set, given several similar data sets for which labels have been provided. Despite considerable interes…
Simple Regret Minimization for Contextual Bandits
Aniket Anand Deshmukh, Srinagesh Sharma, James W. Cutler +2
There are two variants of the classical multi-armed bandit (MAB) problem that have received considerable attention from machine learning researchers in recent years: contextual ban…
Kernel Embedding Approaches to Orbit Determination of Spacecraft Clusters
Srinagesh Sharma, James W. Cutler
This paper presents a novel formulation and solution of orbit determination over finite time horizons as a learning problem. We present an approach to orbit determination under ver…