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Multiclass Classification with Bandit Feedback using Adaptive Regularization.

, и . ICML, стр. 273-280. Omnipress, (2011)

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Rafal Kobylinski

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Belief Flows of Robust Online Learning., , и . CoRR, (2015)Robust Forward Algorithms via PAC-Bayes and Laplace Distributions., и . AISTATS, том 33 из JMLR Workshop and Conference Proceedings, стр. 678-686. JMLR.org, (2014)Room Impulse Response Estimation using Sparse Online Prediction and Absolute Loss., и . ICASSP (3), стр. 748-751. IEEE, (2006)Improved Output Coding for Classification Using Continuous Relaxation., и . NIPS, стр. 437-443. MIT Press, (2000)Online Classification on a Budget., , и . NIPS, стр. 225-232. MIT Press, (2003)Learning via Gaussian Herding., и . NIPS, стр. 451-459. Curran Associates, Inc., (2010)Advanced Online Learning for Natural Language Processing.. ACL (Tutorial Abstracts), стр. 4. The Association for Computer Linguistics, (2008)Discriminative Learning via Semidefinite Probabilistic Models., и . UAI, AUAI Press, (2006)Metric Learning for Graph-Based Domain Adaptation., , и . COLING (Posters), стр. 255-264. Indian Institute of Technology Bombay, (2012)Online Tracking of Linear Subspaces.. COLT, том 4005 из Lecture Notes in Computer Science, стр. 438-452. Springer, (2006)