conftrace_

bayesian optimization

624 papers

Explore in graph

Also known as

BO BAYESOPT

Co-occurring keywords

gaussian process (1200) acquisition function (129) hyperparameter optimization (406) regret bound (1926) black-box optimization (183) surrogate model (181) hyperparameter tuning (215) multi-objective optimization (364) thompson sampling (237) high-dimensional optimization (53)

Papers

Active Learning of Conditional Mean Embeddings via Bayesian Optimisation UAI 2020
Deep-n-Cheap: An Automated Search Framework for Low Complexity Deep Learning ACML 2020
Optimizing Dynamic Structures with Bayesian Generative Search ICML 2020
Bayesian Optimization using Pseudo-Points IJCAI 2020
Multi-Fidelity Bayesian Optimization via Deep Neural Networks NIPS 2020
Federated Bayesian Optimization via Thompson Sampling NIPS 2020
Private Outsourced Bayesian Optimization ICML 2020
Near-linear time Gaussian process optimization with adaptive batching and resparsification ICML 2020
Bandit optimisation of functions in the Matérn kernel RKHS AISTATS 2020
GP-NAS: Gaussian Process Based Neural Architecture Search CVPR 2020
HyperSTAR: Task-Aware Hyperparameters for Deep Networks CVPR 2020
Mixed-Variable Bayesian Optimization IJCAI 2020
Re-Examining Linear Embeddings for High-Dimensional Bayesian Optimization NIPS 2020
Stepwise Model Selection for Sequence Prediction via Deep Kernel Learning AISTATS 2020
Intelligent Virtual Machine Provisioning in Cloud Computing IJCAI 2020
Bayesian Decision Process for Budget-efficient Crowdsourced Clustering IJCAI 2020
Sentence Transformers and Bayesian Optimization for Adverse Drug Effect Detection from Twitter COLING 2020
Noisy-Input Entropy Search for Efficient Robust Bayesian Optimization AISTATS 2020
Random Hypervolume Scalarizations for Provable Multi-Objective Black Box Optimization ICML 2020
Distributionally Robust Bayesian Optimization AISTATS 2020
High-Dimensional Bayesian Optimization via Nested Riemannian Manifolds NIPS 2020
Weighted Sampling for Combined Model Selection and Hyperparameter Tuning AAAI 2020
Randomised Gaussian Process Upper Confidence Bound for Bayesian Optimisation IJCAI 2020
R2-B2: Recursive Reasoning-Based Bayesian Optimization for No-Regret Learning in Games ICML 2020
BINOCULARS for efficient, nonmyopic sequential experimental design ICML 2020