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cs.LG2019
Nonparametric Online Learning Using Lipschitz Regularized Deep Neural Networks
Guy Uziel
Deep neural networks are considered to be state of the art models in many offline machine learning tasks. However, their performance and generalization abilities in online learning…
cs.LG2019★ 1 cited
Deep Online Learning with Stochastic Constraints
Guy Uziel
Deep learning models are considered to be state-of-the-art in many offline machine learning tasks. However, many of the techniques developed are not suitable for online learning ta…