convergence rate

Rate of Convergence of k-Nearest-Neighbor Classification Rule JMLR 2018 Rates of Convergence of Spectral Methods for Graphon Estimation ICML 2018 Revisiting Decomposable Submodular Function Minimization with Incidence Relations NeurIPS 2018 Stochastic Expectation Maximization with Variance Reduction NeurIPS 2018 The Implicit Bias of Gradient Descent on Separable Data JMLR 2018 The Lingering of Gradients: How to Reuse Gradients Over Time NeurIPS 2018 Theoretical guarantees for EM under misspecified Gaussian mixture models NeurIPS 2018 The Power of Interpolation: Understanding the Effectiveness of SGD in Modern Over-parametrized Learning ICML 2018 Toward Designing Convergent Deep Operator Splitting Methods for Task-specific Nonconvex Optimization IJCAI 2018 Towards Black-box Iterative Machine Teaching ICML 2018 Towards More Efficient Stochastic Decentralized Learning: Faster Convergence and Sparse Communication ICML 2018 Tracking the gradients using the Hessian: A new look at variance reducing stochastic methods AISTATS 2018 AccGenSVM: Selectively Transferring from Previous Hypotheses IJCAI 2017 Accumulated Gradient Normalization ACML 2017 Active Heteroscedastic Regression ICML 2017 ADMM without a Fixed Penalty Parameter: Faster Convergence with New Adaptive Penalization NeurIPS 2017 Approximate Value Iteration with Temporally Extended Actions (Extended Abstract) IJCAI 2017 A Richer Theory of Convex Constrained Optimization with Reduced Projections and Improved Rates ICML 2017 A Unified Analysis of Stochastic Optimization Methods Using Jump System Theory and Quadratic Constraints COLT 2017 Convergence Analysis of Proximal Gradient with Momentum for Nonconvex Optimization ICML 2017 Convergence of Gradient EM on Multi-component Mixture of Gaussians NeurIPS 2017 Convergence Rate of Stochastic k-means AISTATS 2017 Convergence rates of a partition based Bayesian multivariate density estimation method NeurIPS 2017 Deformable Rapidly-Exploring Random Trees RSS 2017 Dissipativity Theory for Nesterov’s Accelerated Method ICML 2017