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Parallelizing Spectrally Regularized Kernel Algorithms

, and . Journal of Machine Learning Research, (2018)

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Permutational Rademacher Complexity - A New Complexity Measure for Transductive Learning., , and . ALT, volume 9355 of Lecture Notes in Computer Science, page 209-223. Springer, (2015)Adaptive False Discovery Rate Control under Independence and Dependence., and . J. Mach. Learn. Res., (2009)Decontamination of Mutual Contamination Models., , and . J. Mach. Learn. Res., (2019)A minimax near-optimal algorithm for adaptive rejection sampling., , , and . CoRR, (2018)Compressive Statistical Learning with Random Feature Moments., , , and . CoRR, (2017)A Simple Extension of Stability Feature Selection., , and . DAGM/OAGM Symposium, volume 7476 of Lecture Notes in Computer Science, page 256-265. Springer, (2012)Decontamination of Mutually Contaminated Models., and . AISTATS, volume 33 of JMLR Workshop and Conference Proceedings, page 1-9. JMLR.org, (2014)Kernel Partial Least Squares is Universally Consistent., and . AISTATS, volume 9 of JMLR Proceedings, page 57-64. JMLR.org, (2010)Optimal learning rates for Kernel Conjugate Gradient regression., and . NIPS, page 226-234. Curran Associates, Inc., (2010)Obtaining the Best Linear Unbiased Estimator of Noisy Signals by Non-Gaussian Component Analysis., , , , and . ICASSP (3), page 608-611. IEEE, (2006)