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hessian eigenvalue

30 papers

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Co-occurring keywords · papers mentioning both

edge of stability (10) gradient descent (10) neural network optimization (7) neural network (6) stochastic gradient descent (5) loss landscape (4) sharpness-aware minimization (4) non-convex optimization (4) implicit regularization (3) eigenvalue spectrum (3)

Papers

On the Relation Between the Sharpest Directions of DNN Loss and the SGD Step Length ICLR 2019 The Goldilocks Zone: Towards Better Understanding of Neural Network Loss Landscapes AAAI 2019 Adaptive Negative Curvature Descent with Applications in Non-convex Optimization NeurIPS 2018 Geometry of Neural Network Loss Surfaces via Random Matrix Theory ICML 2017 Natasha: Faster Non-Convex Stochastic Optimization via Strongly Non-Convex Parameter ICML 2017