1.6k citations · 4.2k across the 71 of their papers we have counts for
Showing 2015 · cs.LGShow all
2 papers · 2 filters
cs.LG2015★ 17 cited
Efficient and Parsimonious Agnostic Active Learning
Tzu-Kuo Huang, Alekh Agarwal, Daniel J. Hsu +2
We develop a new active learning algorithm for the streaming setting satisfying three important properties: 1) It provably works for any classifier representation and classificatio…
cs.LG2015
Mixing Time Estimation in Reversible Markov Chains from a Single Sample Path
Daniel Hsu, Aryeh Kontorovich, Csaba Szepesvári
This article provides the first procedure for computing a fully data-dependent interval that traps the mixing time of a finite reversible ergodic Markov chain at a…