conftrace_

optimal convergence rate

16 papers

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Co-occurring keywords

convergence rate (607) convex optimization (1321) gradient descent (1144) high-dimensional statistics (145) covering number (34) misclassification rate (3) nesterov accelerated gradient (15) empirical minimization (2) regression estimation (1) accelerated gradient method (29)

Papers

Parameter-free Optimal Rates for Nonlinear Semi-Norm Contractions with Applications to Q-Learning AAAI 2026
Kernel-based L_2-Boosting with Structure Constraints JMLR 2025
SIFAR: A Simple Faster Accelerated Variance-Reduced Gradient Method IJCAI 2025
Pivotal Estimation of Linear Discriminant Analysis in High Dimensions JMLR 2023
Revisiting Optimal Convergence Rate for Smooth and Non-convex Stochastic Decentralized Optimization NIPS 2022
Accelerated Algorithms for Smooth Convex-Concave Minimax Problems with O(1/k^2) Rate on Squared Gradient Norm ICML 2021
A Fast Anderson-Chebyshev Acceleration for Nonlinear Optimization AISTATS 2020
Statistical Sparse Online Regression: A Diffusion Approximation Perspective AISTATS 2018
High-dimensional Non-Gaussian Single Index Models via Thresholded Score Function Estimation ICML 2017
A Differential Equation for Modeling Nesterov's Accelerated Gradient Method: Theory and Insights JMLR 2016
Spectral Methods meet EM: A Provably Optimal Algorithm for Crowdsourcing NIPS 2014
Constrained convex minimization via model-based excessive gap NIPS 2014
Divide and Conquer Kernel Ridge Regression COLT 2013
Density-Difference Estimation NIPS 2012
L1 Covering Numbers for Uniformly Bounded Convex Functions COLT 2012
Universal Algorithms for Learning Theory Part I : Piecewise Constant Functions JMLR 2005