local convergence

A Natural-Gradient Approach for Nonlinear Stochastic Systems with Parameter Uncertainty AAAI 2026 Can SGD Select Good Fishermen? Local Convergence under Self-Selection Biases (Extended Abstract) COLT 2026 An Enhanced Levenberg--Marquardt Method via Gram Reduction AAAI 2025 Difference of submodular minimization via DC programming ICML 2023 Mean Estimation of Truncated Mixtures of Two Gaussians: A Gradient Based Approach AAAI 2023 Sharp analysis of EM for learning mixtures of pairwise differences COLT 2023 FedNL: Making Newton-Type Methods Applicable to Federated Learning ICML 2022 Local and Global Convergence of General Burer-Monteiro Tensor Optimizations AAAI 2022 Local Linear Convergence of Gradient Methods for Subspace Optimization via Strict Complementarity NeurIPS 2022 Near-optimal Local Convergence of Alternating Gradient Descent-Ascent for Minimax Optimization AISTATS 2022 Simple and Optimal Stochastic Gradient Methods for Nonsmooth Nonconvex Optimization JMLR 2022 A Local Convergence Theory for Mildly Over-Parameterized Two-Layer Neural Network COLT 2021 EM Converges for a Mixture of Many Linear Regressions AISTATS 2020 Local Convergence Properties of SAGA/Prox-SVRG and Acceleration ICML 2018 Which Training Methods for GANs do actually Converge? ICML 2018 Approximate Newton Methods and Their Local Convergence ICML 2017