conftrace_

heteroscedastic model

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Co-occurring keywords · papers mentioning both

regret bound (2) bayesian optimization (2) gaussian process (2) gating network (1) non-stationary model (1) risk-aware acquisition (1) risk-seeking optimization (1) kernel explore-then-commit (1) mixture of expert (1) sequential monte carlo (1)

Papers

Mixtures of Gaussian Process Experts with SMC^2 JMLR 2025 Risk Seeking Bayesian Optimization under Uncertainty for Obtaining Extremum AISTATS 2024 Risk-averse Heteroscedastic Bayesian Optimization NeurIPS 2021