conftrace_

squared exponential kernel

4 papers

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Co-occurring keywords · papers mentioning both

bayesian optimization (3) gaussian process (3) bayesian inference (2) length-scale initialization (1) kernel methods (1) matern kernel (1) non-stationary bandit (1) kernelized bandit (1) confidence bound (1) generalized additive model (1)

Papers

Near-Optimal Algorithm for Non-Stationary Kernelized Bandits AISTATS 2025 Standard Gaussian Process is All You Need for High-Dimensional Bayesian Optimization ICLR 2025 Learning curves for multi-task Gaussian process regression NeurIPS 2012 Additive Gaussian Processes NeurIPS 2011