conftrace_

rate of convergence

13 papers

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Co-occurring keywords

convergence rate (607) convex optimization (1321) uniform convergence (64) statistical learning (351) monotone regression (2) non-parametric estimator (3) noise distribution (11) approximate sparsity (1) lasso regularization (11) oracle model (3)

Papers

High-Dimensional L2-Boosting: Rate of Convergence JMLR 2025
Stochastic Optimization Algorithms for Instrumental Variable Regression with Streaming Data NIPS 2024
Unlinked Monotone Regression JMLR 2021
Near-optimal method for highly smooth convex optimization COLT 2019
A Sharp Lower Bound for Agnostic Learning with Sample Compression Schemes ALT 2019
An Efficient Two Step Algorithm for High Dimensional Change Point Regression Models Without Grid Search JMLR 2019
Plug-in Estimators for Conditional Expectations and Probabilities AISTATS 2018
Minimax Bounds on Stochastic Batched Convex Optimization COLT 2018
Natasha 2: Faster Non-Convex Optimization Than SGD NIPS 2018
Rates of estimation for determinantal point processes COLT 2017
Minimax Estimation of Kernel Mean Embeddings JMLR 2017
Uniform Deviation Bounds for k-Means Clustering ICML 2017
Lower Bounds on Rate of Convergence of Cutting Plane Methods NIPS 2010