ntienvu / KnownOptimum_BO
Release code for ICML2020 Knowing The What But Not The Where in Bayesian Optimization
☆15Updated 2 years ago
Alternatives and similar repositories for KnownOptimum_BO:
Users that are interested in KnownOptimum_BO are comparing it to the libraries listed below
- Bayesian Optimization with Density-Ratio Estimation☆23Updated 2 years ago
- Mini Bayesian Optimization package for ACML2020 Tutorial on Bayesian Optimization☆15Updated 2 years ago
- Max-value Entropy Search for Efficient Bayesian Optimization☆71Updated 3 years ago
- [TMLR' 24] High-dimensional Bayesian Optimization via Covariance Matrix Adaptation Strategy☆18Updated 3 months ago
- Code associated with paper "High-Dimensional Contextual Policy Search with Unknown Context Rewards using Bayesian Optimization"☆15Updated 4 years ago
- This is the companion code for the paper Noisy-Input Entropy Search for Efficient Robust Bayesian Optimization by Lukas P. Fröhlich et al…☆11Updated 4 years ago
- NeurIPS 2019 Paper☆11Updated 5 years ago
- This is the code for our paper: Increasing the Scope as You Learn: Adaptive Bayesian Optimization in Nested Subspaces (Leonard Papenmeier…☆15Updated last year
- [ICML'21] Think Global and Act Local: Bayesian Optimisation for Categorical and Mixed Search Spaces☆30Updated 2 years ago
- ☆8Updated last year
- ☆23Updated 2 years ago
- Bayesian Neural Network Surrogates for Bayesian Optimization☆48Updated 10 months ago
- Batched High-dimensional Bayesian Optimization via Structural Kernel Learning☆14Updated 6 years ago
- code for BINOCULARS and Multi-Step BO☆11Updated 4 years ago
- ☆13Updated 5 years ago
- [NeurIPS DBT 2021] HPO-B☆29Updated 7 months ago
- Bayesian Optimisation over Multiple Continuous and Categorical Inputs (CoCaBO)☆51Updated 5 years ago
- SAASBO: a package for high-dimensional bayesian optimization☆41Updated 3 years ago
- Meta-learning Gaussian process (GP) priors via PAC-Bayes bounds☆25Updated last year
- ☆15Updated 2 years ago
- A framework for Bayesian optimization of composite functions.☆14Updated 2 years ago
- Code repository for Ensemble Bayesian Optimization☆52Updated 5 years ago
- Meta-Learning Acquisition Functions for Transfer Learning in Bayesian Optimization☆35Updated 4 years ago
- Re-Examining Linear Embeddings for High-dimensional Bayesian Optimization☆41Updated 3 years ago
- This repository contains the code for the paper "Local policy search with Bayesian optimization".☆14Updated 2 years ago
- a curated list of bayesian optimization tutorials, papers, softwares☆28Updated 3 years ago
- Code related to the paper "Asynchronous Batch Bayesian Optimisation with Improved Local Penalisation"☆12Updated 5 years ago
- The High-dimensional BayesOpt algorithms from "A Framework for Bayesian Optimization in Embedded Subspaces☆40Updated 5 years ago
- Code to run the ASEBO algorithm from the paper: From Complexity to Simplicity: Adaptive ES-Active Subspaces for Blackbox Optimization... …☆16Updated 4 years ago
- Bayesian Optimization over Discrete and Mixed Spaces via Probabilistic Reparameterization☆72Updated 2 years ago