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implicit regularization

130 papers

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gradient descent (43) stochastic gradient descent (35) neural network (15) neural network optimization (12) gradient flow (9) deep neural network (8) overparameterized model (8) mirror descent (7) ridge regression (7) matrix factorization (7)

Papers

The Implicit Bias of Gradient Descent on Separable Data ICLR 2018 The Implicit Bias of Gradient Descent on Separable Data JMLR 2018 Zeroth-order (Non)-Convex Stochastic Optimization via Conditional Gradient and Gradient Updates NeurIPS 2018 Implicit Regularization in Matrix Factorization NeurIPS 2017 Generalization Properties and Implicit Regularization for Multiple Passes SGM ICML 2016