local minima

Maximum-and-Concatenation Networks ICML 2020 On the Distribution of Minima in Intrinsic-Metric Rotation Averaging CVPR 2020 Are deep ResNets provably better than linear predictors? NeurIPS 2019 Asymmetric Valleys: Beyond Sharp and Flat Local Minima NeurIPS 2019 Distribution-Dependent Analysis of Gibbs-ERM Principle COLT 2019 No Pressure! Addressing the Problem of Local Minima in Manifold Learning Algorithms NeurIPS 2019 Pareto Meets Huber: Efficiently Avoiding Poor Minima in Robust Estimation ICCV 2019 Passed & Spurious: Descent Algorithms and Local Minima in Spiked Matrix-Tensor Models ICML 2019 Power k-Means Clustering ICML 2019 Regularizing Neural Networks via Stochastic Branch Layers ACML 2019 Sharp Restricted Isometry Bounds for the Inexistence of Spurious Local Minima in Nonconvex Matrix Recovery JMLR 2019 Learning Single-Index Models in Gaussian Space COLT 2018 Local Minima, Heavy Tails, and Search Effort for GBFS IJCAI 2018 Natasha 2: Faster Non-Convex Optimization Than SGD NeurIPS 2018 On the Local Minima of the Empirical Risk NeurIPS 2018 Diverse Neural Network Learns True Target Functions AISTATS 2017 Global Optimality in Neural Network Training CVPR 2017 No Spurious Local Minima in Nonconvex Low Rank Problems: A Unified Geometric Analysis ICML 2017 The Loss Surface of Deep and Wide Neural Networks ICML 2017 Matrix Completion has No Spurious Local Minimum NeurIPS 2016 Convergence and Energy Landscape for Cheeger Cut Clustering NeurIPS 2012