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Adaptive Neural Networks for Efficient Inference.

, , , and . ICML, volume 70 of Proceedings of Machine Learning Research, page 527-536. PMLR, (2017)

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Robust Selective Sampling from Single and Multiple Teachers., , and . COLT, page 346-358. Omnipress, (2010)Better Rates for Any Adversarial Deterministic MDP., and . ICML (3), volume 28 of JMLR Workshop and Conference Proceedings, page 675-683. JMLR.org, (2013)Adaptive Neural Networks for Efficient Inference., , , and . ICML, volume 70 of Proceedings of Machine Learning Research, page 527-536. PMLR, (2017)Online Learning with Feedback Graphs: Beyond Bandits., , , and . COLT, volume 40 of JMLR Workshop and Conference Proceedings, page 23-35. JMLR.org, (2015)Bandits with switching costs: T2/3 regret., , , and . STOC, page 459-467. ACM, (2014)Linear Learning with Sparse Data.. CoRR, (2016)The Blinded Bandit: Learning with Adaptive Feedback., , and . NIPS, page 1610-1618. (2014)From Online to Batch Learning with Cutoff-Averaging.. NIPS, page 377-384. Curran Associates, Inc., (2008)Log-Linear Models for Label Ranking., , and . NIPS, page 497-504. MIT Press, (2003)Sparse Multi-Prototype Classification., , and . UAI, page 704-714. AUAI Press, (2018)