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local minima

39 papers

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Co-occurring keywords

local minimum (61) non-convex optimization (547) neural network (6616) deep neural network (1803) neural network optimization (1293) stochastic gradient descent (1091) optimization landscape (39) loss landscape (149) nonconvex optimization (316) kernel methods (1097)

Papers

Pareto Meets Huber: Efficiently Avoiding Poor Minima in Robust Estimation ICCV 2019
Power k-Means Clustering ICML 2019
Distribution-Dependent Analysis of Gibbs-ERM Principle COLT 2019
Passed & Spurious: Descent Algorithms and Local Minima in Spiked Matrix-Tensor Models ICML 2019
Asymmetric Valleys: Beyond Sharp and Flat Local Minima NIPS 2019
Local Minima, Heavy Tails, and Search Effort for GBFS IJCAI 2018
Learning Single-Index Models in Gaussian Space COLT 2018
On the Local Minima of the Empirical Risk NIPS 2018
Natasha 2: Faster Non-Convex Optimization Than SGD NIPS 2018
No Spurious Local Minima in Nonconvex Low Rank Problems: A Unified Geometric Analysis ICML 2017
Diverse Neural Network Learns True Target Functions AISTATS 2017
The Loss Surface of Deep and Wide Neural Networks ICML 2017
Global Optimality in Neural Network Training CVPR 2017
Matrix Completion has No Spurious Local Minimum NIPS 2016