7 citations · 18 across the 16 of their papers we have counts for
3 papers · 1 filter
Unsupervised Online Feature Selection for Cost-Sensitive Medical Diagnosis
Arun Verma, Manjesh K. Hanawal, Nandyala Hemachandra
In medical diagnosis, physicians predict the state of a patient by checking measurements (features) obtained from a sequence of tests, e.g., blood test, urine test, followed by inv…
Censored Semi-Bandits: A Framework for Resource Allocation with Censored Feedback
Arun Verma, Manjesh K. Hanawal, Arun Rajkumar +1
In this paper, we study censored Semi-Bandits, a novel variant of the semi-bandits problem. The learner is assumed to have a fixed amount of resources, which it allocates to the ar…
Online Algorithm for Unsupervised Sensor Selection
Arun Verma, Manjesh K. Hanawal, Csaba Szepesvári +1
In many security and healthcare systems, the detection and diagnosis systems use a sequence of sensors/tests. Each test outputs a prediction of the latent state and carries an inhe…