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Nonlinear Dimensionality Reduction by Semidefinite Programming and Kernel Matrix Factorization.

, , and . AISTATS, Society for Artificial Intelligence and Statistics, (2005)

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An alternative text representation to TF-IDF and Bag-of-Words, , , and . CoRR, (2013)Product Kernel Interpolation for Scalable Gaussian Processes., , , , and . AISTATS, volume 84 of Proceedings of Machine Learning Research, page 1407-1416. PMLR, (2018)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)Convex Optimizations for Distance Metric Learning and Pattern Classification Applications Corner., , and . IEEE Signal Process. Mag., 27 (3): 146-158 (2010)Spectral Methods for Dimensionality Reduction., , , , and . Semi-Supervised Learning, The MIT Press, (2006)Transductive Minimax Probability Machine., , , and . ECML/PKDD (1), volume 8724 of Lecture Notes in Computer Science, page 579-594. Springer, (2014)Revisiting Meta-Learning as Supervised Learning., , , , and . CoRR, (2020)On Calibration of Modern Neural Networks, , , and . roceedings of the 34th International Conference on Machine Learning, 70, page 1321-1330. PMLR, (2017)Bayesian Optimization with Inequality Constraints., , , , and . ICML, volume 32 of JMLR Workshop and Conference Proceedings, page 937-945. JMLR.org, (2014)