6 citations · 10 across the 17 of their papers we have counts for
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cs.LG2019
Disagreement-based Active Learning in Online Settings
Boshuang Huang, Sudeep Salgia, Qing Zhao
We study online active learning for classifying streaming instances within the framework of statistical learning theory. At each time, the learner either queries the label of the c…
stat.ML2019★ 2 cited
Stochastic Gradient Descent on a Tree: an Adaptive and Robust Approach to Stochastic Convex Optimization
Sattar Vakili, Sudeep Salgia, Qing Zhao
Online minimization of an unknown convex function over the interval is considered under first-order stochastic bandit feedback, which returns a random realization of the gr…