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bayesian optimisation

34 papers

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BO

Co-occurring keywords · papers mentioning both

gaussian process (14) bayesian optimization (13) kernel methods (5) regret bound (4) neural architecture search (4) hyperparameter optimization (4) acquisition function (3) active learning (3) global optimisation (2) upper confidence bound (2)

Papers

Bayesian Optimisation over Multiple Continuous and Categorical Inputs ICML 2020 BayesOpt Adversarial Attack ICLR 2020 Neural Architecture Generator Optimization NeurIPS 2020 Asynchronous Batch Bayesian Optimisation with Improved Local Penalisation ICML 2019 Efficient Bayesian Experimental Design for Implicit Models AISTATS 2019 Hyperparameter Learning via Distributional Transfer NeurIPS 2019 Algorithmic Assurance: An Active Approach to Algorithmic Testing using Bayesian Optimisation NeurIPS 2018 Neural Architecture Search with Bayesian Optimisation and Optimal Transport NeurIPS 2018 Regret Bounds for Transfer Learning in Bayesian Optimisation AISTATS 2017