48 citations · 147 across the 15 of their papers we have counts for
Showing 2016Show all
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stat.ML2016★ 6 cited
Improved Strongly Adaptive Online Learning using Coin Betting
Kwang-Sung Jun, Francesco Orabona, Rebecca Willett +1
This paper describes a new parameter-free online learning algorithm for changing environments. In comparing against algorithms with the same time complexity as ours, we obtain a st…
stat.ML2016★ 8 cited
Graph-Based Active Learning: A New Look at Expected Error Minimization
Kwang-Sung Jun, Robert Nowak
In graph-based active learning, algorithms based on expected error minimization (EEM) have been popular and yield good empirical performance. The exact computation of EEM optimally…