conftrace_

multi-fidelity optimization

33 papers

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Co-occurring keywords

bayesian optimization (624) hyperparameter optimization (406) gaussian process (1200) surrogate model (181) hyperparameter tuning (215) neural architecture search (666) black-box optimization (183) acquisition function (129) regret bound (1926) bandit algorithm (108)

Papers

MFBO-SSM: Multi-Fidelity Bayesian Optimization for Fast Inference in State-Space Models AAAI 2019
Multi-Fidelity Automatic Hyper-Parameter Tuning via Transfer Series Expansion AAAI 2019
Practical Multi-fidelity Bayesian Optimization for Hyperparameter Tuning UAI 2019
Noisy Blackbox Optimization using Multi-fidelity Queries: A Tree Search Approach AISTATS 2019
Multi-Fidelity Black-Box Optimization with Hierarchical Partitions ICML 2018
Multi-Information Source Optimization NIPS 2017
Multi-fidelity Bayesian Optimisation with Continuous Approximations ICML 2017
Gaussian Process Bandit Optimisation with Multi-fidelity Evaluations NIPS 2016