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kernel bandit

8 papers

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Co-occurring keywords · papers mentioning both

regret bound (3) multi-armed bandit (2) gaussian process (2) neural tangent kernel (2) non-stationary optimization (1) dynamic regret bound (1) randomized strategy (1) asynchronous communication (1) neural contextual bandit (1) sublinear regret bound (1)

Papers

Order-Optimal Regret in Distributed Kernel Bandits using Uniform Sampling with Shared Randomness AISTATS 2025 Tighter Confidence Bounds for Sequential Kernel Regression AISTATS 2025 An Optimization-based Algorithm for Non-stationary Kernel Bandits without Prior Knowledge AISTATS 2023 Collaborative Pure Exploration in Kernel Bandit ICLR 2023 Delayed Feedback in Kernel Bandits ICML 2023 Learning Kernelized Contextual Bandits in a Distributed and Asynchronous Environment ICLR 2023 Provably and Practically Efficient Neural Contextual Bandits ICML 2023 High-dimensional Experimental Design and Kernel Bandits ICML 2021