wujian16 / TwoStep-BayesOpt
NeurIPS 2019 Paper
☆11Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for TwoStep-BayesOpt
- Code related to the paper "Asynchronous Batch Bayesian Optimisation with Improved Local Penalisation"☆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 10 months ago
- Max-value Entropy Search for Efficient Bayesian Optimization☆69Updated 2 years ago
- Release code for ICML2020 Knowing The What But Not The Where in Bayesian Optimization☆15Updated last year
- Meta-Learning Acquisition Functions for Transfer Learning in Bayesian Optimization☆35Updated 4 years ago
- ☆13Updated 5 years ago
- ☆17Updated 2 years ago
- The High-dimensional BayesOpt algorithms from "A Framework for Bayesian Optimization in Embedded Subspaces☆40Updated 5 years ago
- Re-Examining Linear Embeddings for High-dimensional Bayesian Optimization☆41Updated 3 years ago
- SAASBO: a package for high-dimensional bayesian optimization☆36Updated 3 years ago
- Bayesian Optimization with Density-Ratio Estimation☆23Updated last year
- ☆23Updated last year
- [NeurIPS 2020] Diversity-Guided Efficient Multi-Objective Optimization With Batch Evaluations☆100Updated last year
- Multi-fidelity Gaussian Process Bandit Optimisation☆39Updated 7 years ago
- Bayesian Optimisation over Multiple Continuous and Categorical Inputs (CoCaBO)☆46Updated 5 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
- Offline Contextual Bayesian Optimization☆14Updated last year
- [ICML'21] Think Global and Act Local: Bayesian Optimisation for Categorical and Mixed Search Spaces☆30Updated last year
- Batched High-dimensional Bayesian Optimization via Structural Kernel Learning☆14Updated 5 years ago
- Batch Multi-Fidelity Bayesian Optimization with Deep Auto-Regressive Networks☆12Updated 3 years ago
- Official implementation of NeurIPS'22 paper "Monte Carlo Tree Search based Variable Selection for High-Dimensional Bayesian Optimization"☆30Updated last year
- Code for "Maximizing Acquisition Functions for Bayesian Optimization"☆12Updated 5 years ago
- Code associated with paper "High-Dimensional Contextual Policy Search with Unknown Context Rewards using Bayesian Optimization"☆15Updated 3 years ago
- Parallelised Thompson Sampling in GPs for Bayesian Optimisation☆35Updated 7 years ago
- Code repository for Ensemble Bayesian Optimization☆50Updated 5 years ago
- A framework for Bayesian optimization of composite functions.☆14Updated last year
- constrained/unconstrained multi-objective bayesian optimization package.☆41Updated 2 years ago
- ☆15Updated 8 months ago
- Accompanying code for AAAI 2021 publication - High-Dimensional Bayesian Optimization via Tree-Structured Additive Models☆11Updated 5 months ago
- This repository contains the code for the paper "Local policy search with Bayesian optimization".☆13Updated 2 years ago