convergence rate

Convergence Rates of Variational Inference in Sparse Deep Learning ICML 2020 Convergences of Regularized Algorithms and Stochastic Gradient Methods with Random Projections JMLR 2020 D-SPIDER-SFO: A Decentralized Optimization Algorithm with Faster Convergence Rate for Nonconvex Problems AAAI 2020 Escaping the Gravitational Pull of Softmax NeurIPS 2020 Explicit Mean-Square Error Bounds for Monte-Carlo and Linear Stochastic Approximation AISTATS 2020 Explore Aggressively, Update Conservatively: Stochastic Extragradient Methods with Variable Stepsize Scaling NeurIPS 2020 Extrapolation Towards Imaginary 0-Nearest Neighbour and Its Improved Convergence Rate NeurIPS 2020 Fast Rates for General Unbounded Loss Functions: From ERM to Generalized Bayes JMLR 2020 Finite-Time Analysis of Asynchronous Stochastic Approximation and Q-Learning COLT 2020 Finite Time Analysis of Linear Two-timescale Stochastic Approximation with Markovian Noise COLT 2020 Finite-Time Last-Iterate Convergence for Multi-Agent Learning in Games ICML 2020 Finite-Time Performance of Distributed Two-Time-Scale Stochastic Approximation L4DC 2020 Generative Adversarial Imitation Learning with Neural Network Parameterization: Global Optimality and Convergence Rate ICML 2020 Gradient descent algorithms for Bures-Wasserstein barycenters COLT 2020 Gradientless Descent: High-Dimensional Zeroth-Order Optimization ICLR 2020 Hedging in games: Faster convergence of external and swap regrets NeurIPS 2020 Inexact Tensor Methods with Dynamic Accuracies ICML 2020 Last Iterate is Slower than Averaged Iterate in Smooth Convex-Concave Saddle Point Problems COLT 2020 Manifold Identification for Ultimately Communication-Efficient Distributed Optimization ICML 2020 Minibatch Stochastic Approximate Proximal Point Methods NeurIPS 2020 Nesterov's Acceleration for Approximate Newton JMLR 2020 Neural Policy Gradient Methods: Global Optimality and Rates of Convergence ICLR 2020 ODE-Inspired Analysis for the Biological Version of Oja’s Rule in Solving Streaming PCA COLT 2020 On Convergence of Nearest Neighbor Classifiers over Feature Transformations NeurIPS 2020 One Sample Stochastic Frank-Wolfe AISTATS 2020