601 citations · 2k across the 47 of their papers we have counts for
Showing 2018Show all
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cs.LG2018★ 1 cited
Online Newton Step Algorithm with Estimated Gradient
Binbin Liu, Jundong Li, Yunquan Song +3
Online learning with limited information feedback (bandit) tries to solve the problem where an online learner receives partial feedback information from the environment in the cour…
cs.LG2018★ 231 cited
Learning Representations of Ultrahigh-dimensional Data for Random Distance-based Outlier Detection
Guansong Pang, Longbing Cao, Ling Chen +1
Learning expressive low-dimensional representations of ultrahigh-dimensional data, e.g., data with thousands/millions of features, has been a major way to enable learning methods t…