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In Search of the Real Inductive Bias: On the Role of Implicit Regularization in Deep Learning

, , and . (2014)cite arxiv:1412.6614Comment: 9 pages, 2 figures.

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Active Learning in Black-Box Settings, , , and . Austrian Journal of Statistics, 40 (1&2): 125-135 (2011)QSGD: Randomized Quantization for Communication-Optimal Stochastic Gradient Descent., , , and . CoRR, (2016)Global analytic solution of fully-observed variational Bayesian matrix factorization., , , and . J. Mach. Learn. Res., 14 (1): 1-37 (2013)Condition for perfect dimensionality recovery by variational Bayesian PCA., , , and . J. Mach. Learn. Res., (2015)In Search of the Real Inductive Bias: On the Role of Implicit Regularization in Deep Learning, , and . (2014)cite arxiv:1412.6614Comment: 9 pages, 2 figures.On Certifying Non-Uniform Bounds against Adversarial Attacks., , and . ICML, volume 97 of Proceedings of Machine Learning Research, page 4072-4081. PMLR, (2019)A Bayesian Analysis of the Radioactive Releases of Fukushima., and . AISTATS, volume 22 of JMLR Proceedings, page 1243-1251. JMLR.org, (2012)Perfect Dimensionality Recovery by Variational Bayesian PCA., , , and . NIPS, page 980-988. (2012)SpicyMKL: a fast algorithm for Multiple Kernel Learning with thousands of kernels., and . Mach. Learn., 85 (1-2): 77-108 (2011)Non-negative Multiple Tensor Factorization., , , , and . ICDM, page 1199-1204. IEEE Computer Society, (2013)