conftrace_

non-asymptotic bound

17 papers

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Co-occurring keywords

risk bound (71) multi-armed bandit (1098) generalization error (285) high-dimensional statistics (145) global convergence (111) acceleration method (5) best-arm identification (38) anderson acceleration (7) value aggregation (1) exploration-biased sampling (1)

Papers

Unbalanced Kantorovich-Rubinstein distance, plan, and barycenter on nite spaces: A statistical perspective JMLR 2025
Adaptive Quasi-Newton and Anderson Acceleration Framework with Explicit Global (Accelerated) Convergence Rates AISTATS 2024
Divide and Conquer Dynamic Programming: An Almost Linear Time Change Point Detection Methodology in High Dimensions ICML 2023
A Theoretical Analysis of the Test Error of Finite-Rank Kernel Ridge Regression NIPS 2023
Recursive Quantile Estimation: Non-Asymptotic Confidence Bounds JMLR 2023
Differential Privacy has Bounded Impact on Fairness in Classification ICML 2023
A Non-asymptotic Approach to Best-Arm Identification for Gaussian Bandits AISTATS 2022
Risk Bounds for Reservoir Computing JMLR 2020
A nonasymptotic law of iterated logarithm for general M-estimators AISTATS 2020
On the Global Convergence of (Fast) Incremental Expectation Maximization Methods NIPS 2019
Convergence of Value Aggregation for Imitation Learning AISTATS 2018
Minimax Density Estimation for Growing Dimension AISTATS 2017
On Perturbed Proximal Gradient Algorithms JMLR 2017
Nonparametric Risk Bounds for Time-Series Forecasting JMLR 2017
High-Dimensional Structured Quantile Regression ICML 2017
Multiscale Dictionary Learning: Non-Asymptotic Bounds and Robustness JMLR 2016
Stability of Randomized Learning Algorithms JMLR 2005