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Convex Optimizations for Distance Metric Learning and Pattern Classification Applications Corner.

, , and . IEEE Signal Process. Mag., 27 (3): 146-158 (2010)

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Multi-Scale Dense Networks for Resource Efficient Image Classification., , , , , and . ICLR, OpenReview.net, (2018)The Greedy Miser: Learning under Test-time Budgets., , and . ICML, icml.cc / Omnipress, (2012)Product Kernel Interpolation for Scalable Gaussian Processes., , , , and . AISTATS, volume 84 of Proceedings of Machine Learning Research, page 1407-1416. PMLR, (2018)An alternative text representation to TF-IDF and Bag-of-Words, , , and . CoRR, (2013)Revisiting Meta-Learning as Supervised Learning., , , , and . CoRR, (2020)Spectral Methods for Dimensionality Reduction., , , , and . Semi-Supervised Learning, The MIT Press, (2006)Convex Optimizations for Distance Metric Learning and Pattern Classification Applications Corner., , and . IEEE Signal Process. Mag., 27 (3): 146-158 (2010)Anytime Representation Learning., , , and . ICML (3), volume 28 of JMLR Workshop and Conference Proceedings, page 1076-1084. JMLR.org, (2013)Learning with Marginalized Corrupted Features., , , and . ICML (1), volume 28 of JMLR Workshop and Conference Proceedings, page 410-418. JMLR.org, (2013)Bayesian Optimization with Inequality Constraints., , , , and . ICML, volume 32 of JMLR Workshop and Conference Proceedings, page 937-945. JMLR.org, (2014)