conftrace_

batch optimization

22 papers

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Co-occurring keywords

bayesian optimization (624) regret bound (1926) acquisition function (129) gaussian process (1200) determinantal point process (140) black-box function (31) hyperparameter tuning (215) black-box optimization (183) multi-objective optimization (364) information gain (93)

Papers

Batched Energy-Entropy acquisition for Bayesian Optimization NIPS 2024
Pareto Front-Diverse Batch Multi-Objective Bayesian Optimization AAAI 2024
Batch Bayesian Optimization For Replicable Experimental Design NIPS 2023
Bayesian Optimization under Stochastic Delayed Feedback ICML 2022
Recruitment Strategies That Take a Chance NIPS 2022
Batch Bayesian Optimization on Permutations using the Acquisition Weighted Kernel NIPS 2022
Occupancy-SLAM: Simultaneously Optimizing Robot Poses and Continuous Occupancy Map RSS 2022
Batch Bayesian optimisation via density-ratio estimation with guarantees NIPS 2022
Trusted-maximizers entropy search for efficient Bayesian optimization UAI 2021
GIBBON: General-purpose Information-Based Bayesian Optimisation JMLR 2021
Distributionally Ambiguous Optimization for Batch Bayesian Optimization JMLR 2020
Exploiting Strategy-Space Diversity for Batch Bayesian Optimization AISTATS 2018
Minimax Bounds on Stochastic Batched Convex Optimization COLT 2018
Batch-Expansion Training: An Efficient Optimization Framework AISTATS 2018
Distributed Batch Gaussian Process Optimization ICML 2017
Process-constrained batch Bayesian optimisation NIPS 2017
The Parallel Knowledge Gradient Method for Batch Bayesian Optimization NIPS 2016
Batch Bayesian Optimization via Local Penalization AISTATS 2016
Parallel Predictive Entropy Search for Batch Global Optimization of Expensive Objective Functions NIPS 2015
Parallelizing Exploration-Exploitation Tradeoffs in Gaussian Process Bandit Optimization JMLR 2014
Large Scale Distributed Deep Networks NIPS 2012
Batch Bayesian Optimization via Simulation Matching NIPS 2010