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Showing 2015 · cs.LGShow all
2 papers · 2 filters
cs.LG2015★ 13 cited
Transductive Optimization of Top k Precision
Li-Ping Liu, Thomas G. Dietterich, Nan Li +1
Consider a binary classification problem in which the learner is given a labeled training set, an unlabeled test set, and is restricted to choosing exactly test points to outpu…
cs.LG2015★ 30 cited
Online Stochastic Linear Optimization under One-bit Feedback
Lijun Zhang, Tianbao Yang, Rong Jin +1
In this paper, we study a special bandit setting of online stochastic linear optimization, where only one-bit of information is revealed to the learner at each round. This problem…