conftrace_

online linear regression

10 papers

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Co-occurring keywords

regret bound (1926) stochastic optimization (1060) linear bandit (124) exponential weighting (4) individual sequence (2) ridge regression (134) model-based reinforcement learning (415) kernelized dynamics (1) distribution shift (722) sequential learning (80)

Papers

Vector-valued self-normalized concentration inequalities beyond sub-Gaussianity ALT 2026
Learning Rate Schedules in the Presence of Distribution Shift ICML 2023
The Gain from Ordering in Online Learning NIPS 2023
Optimal Dynamic Regret in LQR Control NIPS 2022
Stochastic Online Linear Regression: the Forward Algorithm to Replace Ridge NIPS 2021
Uniform regret bounds over $\mathbb{R}^d$ for the sequential linear regression problem with the square loss ALT 2019
Horizon-Independent Minimax Linear Regression NIPS 2018
Sparsity Regret Bounds for Individual Sequences in Online Linear Regression JMLR 2013
Sparsity Regret Bounds for Individual Sequences in Online Linear Regression COLT 2011
Online Linear Regression and Its Application to Model-Based Reinforcement Learning NIPS 2007