online regression

Minimax-optimal and Locally-adaptive Online Nonparametric Regression ALT 2025 Adaptive Passive-Aggressive Framework for Online Regression with Side Information NeurIPS 2024 Contextual Bandits with Online Neural Regression ICLR 2024 Efficient Contextual Bandits with Uninformed Feedback Graphs ICML 2024 Online Infinite-Dimensional Regression: Learning Linear Operators ALT 2024 Stochastic Constrained Contextual Bandits via Lyapunov Optimization Based Estimation to Decision Framework COLT 2024 Online Label Shift: Optimal Dynamic Regret meets Practical Algorithms NeurIPS 2023 On the Interplay Between Misspecification and Sub-optimality Gap in Linear Contextual Bandits ICML 2023 Optimal Contextual Bandits with Knapsacks under Realizability via Regression Oracles AISTATS 2023 Selective Sampling and Imitation Learning via Online Regression NeurIPS 2023 Efficient First-Order Contextual Bandits: Prediction, Allocation, and Triangular Discrimination NeurIPS 2021 Gaming Helps! Learning from Strategic Interactions in Natural Dynamics AISTATS 2021 Beyond UCB: Optimal and Efficient Contextual Bandits with Regression Oracles ICML 2020 Quantifying Uncertainty in Online Regression Forests JMLR 2019 Online Regression with Partial Information: Generalization and Linear Projection AISTATS 2018 Statistical Sparse Online Regression: A Diffusion Approximation Perspective AISTATS 2018 Nonparametric Online Regression while Learning the Metric NeurIPS 2017 Second-Order Non-Stationary Online Learning for Regression JMLR 2015 Online Non-Parametric Regression COLT 2014 Regression-tree Tuning in a Streaming Setting NeurIPS 2013 Beyond Logarithmic Bounds in Online Learning AISTATS 2012