Search Results for author: James W. Cutler

Found 3 papers, 0 papers with code

A Generalization Error Bound for Multi-class Domain Generalization

no code implementations24 May 2019 Aniket Anand Deshmukh, Yunwen Lei, Srinagesh Sharma, Urun Dogan, James W. Cutler, Clayton Scott

Domain generalization is the problem of assigning labels to an unlabeled data set, given several similar data sets for which labels have been provided.

Classification Domain Generalization +2

Simple Regret Minimization for Contextual Bandits

no code implementations17 Oct 2018 Aniket Anand Deshmukh, Srinagesh Sharma, James W. Cutler, Mark Moldwin, Clayton Scott

Contextual bandits are a sub-class of MABs where, at every time step, the learner has access to side information that is predictive of the best arm.

Multi-Armed Bandits

Kernel Embedding Approaches to Orbit Determination of Spacecraft Clusters

no code implementations1 Mar 2018 Srinagesh Sharma, James W. Cutler

These weak conditions allow us to perform orbit determination with noisy and highly non-linear observations such as those presented by range-rate only (Doppler only) observations.

Domain Generalization

Cannot find the paper you are looking for? You can Submit a new open access paper.