conftrace_

kernelized bandit

11 papers

Explore in graph

Co-occurring keywords

bayesian optimization (624) gaussian process (1200) reproducing kernel hilbert space (334) regret bound (1926) kernel methods (1097) multi-armed bandit (1098) experimental design (89) model misspecification (57) streaming kernel regression (1) self-normalized inequality (1)

Papers

Quantum Bayesian Optimization NIPS 2023
Ada-BKB: Scalable Gaussian Process Optimization on Continuous Domains by Adaptive Discretization AISTATS 2022
Meta-Learning Hypothesis Spaces for Sequential Decision-making ICML 2022
Instance Dependent Regret Analysis of Kernelized Bandits ICML 2022
Distributionally-Aware Kernelized Bandit Problems for Risk Aversion ICML 2022
High-dimensional Experimental Design and Kernel Bandits ICML 2021
Misspecified Gaussian Process Bandit Optimization NIPS 2021
Experimental Design for Optimization of Orthogonal Projection Pursuit Models AAAI 2020
Information Directed Sampling for Linear Partial Monitoring COLT 2020
Gaussian Process Optimization with Adaptive Sketching: Scalable and No Regret COLT 2019
Streaming kernel regression with provably adaptive mean, variance, and regularization JMLR 2018