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risk-seeking optimization

2 papers

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Co-occurring keywords · papers mentioning both

kernel explore-then-commit (1) heteroscedastic model (1) regularization effect (1) predictive distribution (1) regret bound (1) bayesian optimization (1) kullback-leibler divergence (1) variational bayesian inference (1) model misspecification (1) black-box optimization (1)

Papers

Risk Seeking Bayesian Optimization under Uncertainty for Obtaining Extremum AISTATS 2024 Predictive variational Bayesian inference as risk-seeking optimization AISTATS 2022