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global minima

5 papers

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Co-occurring keywords · papers mentioning both

global minimum (2) stochastic gradient descent (2) non-convex constraint (1) greedy homotopy method (1) linear independence (1) dynamical stability (1) convex surrogate (1) overparameterized learning (1) explicit regularization (1) neural network initialization (1)

Papers

Exact Solutions of a Deep Linear Network NeurIPS 2022 Bad Global Minima Exist and SGD Can Reach Them NeurIPS 2020 How SGD Selects the Global Minima in Over-parameterized Learning: A Dynamical Stability Perspective NeurIPS 2018 Optimization Landscape and Expressivity of Deep CNNs ICML 2018 A Greedy Homotopy Method for Regression with Nonconvex Constraints AISTATS 2015