11 citations · 49 across the 26 of their papers we have counts for
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cs.LG2020★ 8 cited
Optimal Best-Arm Identification Methods for Tail-Risk Measures
Shubhada Agrawal, Wouter M. Koolen, Sandeep Juneja
Conditional value-at-risk (CVaR) and value-at-risk (VaR) are popular tail-risk measures in finance and insurance industries as well as in highly reliable, safety-critical uncertain…
cs.LG2020
Discriminative Learning via Adaptive Questioning
Achal Bassamboo, Vikas Deep, Sandeep Juneja +1
We consider the problem of designing an adaptive sequence of questions that optimally classify a candidate's ability into one of several categories or discriminative grades. A cand…