convergence analysis

Beyond Trees: Analysis and Convergence of Belief Propagation in Graphs with Multiple Cycles AAAI 2020 Biased Opinion Dynamics: When the Devil is in the Details IJCAI 2020 Convergence of Meta-Learning with Task-Specific Adaptation over Partial Parameters NeurIPS 2020 Greed Meets Sparsity: Understanding and Improving Greedy Coordinate Descent for Sparse Optimization AISTATS 2020 Improved Analysis of Clipping Algorithms for Non-convex Optimization NeurIPS 2020 Improving Sample Complexity Bounds for (Natural) Actor-Critic Algorithms NeurIPS 2020 Lambda-Policy Iteration with Randomization for Contractive Models with Infinite Policies: Well-Posedness and Convergence L4DC 2020 Large Batch Optimization for Deep Learning: Training BERT in 76 minutes ICLR 2020 Maxmin Q-learning: Controlling the Estimation Bias of Q-learning ICLR 2020 New Insights and Perspectives on the Natural Gradient Method JMLR 2020 On Convergence and Generalization of Dropout Training NeurIPS 2020 On Convergence of Distributed Approximate Newton Methods: Globalization, Sharper Bounds and Beyond JMLR 2020 On Convergence of Nearest Neighbor Classifiers over Feature Transformations NeurIPS 2020 On Solving Minimax Optimization Locally: A Follow-the-Ridge Approach ICLR 2020 On the Acceleration of Deep Learning Model Parallelism With Staleness CVPR 2020 On the Convergence of Model Free Learning in Mean Field Games AAAI 2020 On the Convergence of Nesterov’s Accelerated Gradient Method in Stochastic Settings ICML 2020 On the Convergence of SARAH and Beyond AISTATS 2020 On the Convergence of Smooth Regularized Approximate Value Iteration Schemes NeurIPS 2020 On the Convergence Theory of Gradient-Based Model-Agnostic Meta-Learning Algorithms AISTATS 2020 Optimistic Dual Extrapolation for Coherent Non-monotone Variational Inequalities NeurIPS 2020 Optimization Learning: Perspective, Method, and Applications IJCAI 2020 Over-parameterized Adversarial Training: An Analysis Overcoming the Curse of Dimensionality NeurIPS 2020 Proximal Gradient Algorithm with Momentum and Flexible Parameter Restart for Nonconvex Optimization IJCAI 2020 Random Reshuffling is Not Always Better NeurIPS 2020