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Re-adapting the Regularization of Weights for Non-stationary Regression.

, and . ALT, volume 6925 of Lecture Notes in Computer Science, page 114-128. Springer, (2011)

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