martinjankowiak / saasbo
SAASBO: a package for high-dimensional bayesian optimization
☆41Updated 3 years ago
Alternatives and similar repositories for saasbo:
Users that are interested in saasbo are comparing it to the libraries listed below
- Multi-fidelity Bayesian Optimization via Deep Neural Nets☆29Updated 4 years ago
- ☆26Updated 2 months ago
- [TMLR' 24] High-dimensional Bayesian Optimization via Covariance Matrix Adaptation Strategy☆17Updated 2 months ago
- ☆23Updated 2 years ago
- Bayesian Neural Network Surrogates for Bayesian Optimization☆48Updated 9 months ago
- Bayesian Optimisation over Multiple Continuous and Categorical Inputs (CoCaBO)☆47Updated 5 years ago
- 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 last year
- [NeurIPS 2020] Diversity-Guided Efficient Multi-Objective Optimization With Batch Evaluations☆102Updated last year
- [ICML'21] Think Global and Act Local: Bayesian Optimisation for Categorical and Mixed Search Spaces☆30Updated 2 years ago
- Bayesian Optimization over Discrete and Mixed Spaces via Probabilistic Reparameterization☆72Updated 2 years ago
- ☆13Updated 5 years ago
- Batch Multi-Fidelity Bayesian Optimization with Deep Auto-Regressive Networks☆12Updated 3 years ago
- Skew Gaussian Processes by Alessio Benavoli, Dario Azzimonti and Dario Piga☆13Updated 3 years ago
- The High-dimensional BayesOpt algorithms from "A Framework for Bayesian Optimization in Embedded Subspaces☆40Updated 5 years ago
- Bayesian optimization with Standard Gaussian Processes on high dimensional benchmarks☆8Updated 3 months ago
- Multi-Objective Bayesian Optimization over High-Dimensional Search Spaces☆54Updated 2 years ago
- Parallelised Thompson Sampling in GPs for Bayesian Optimisation☆36Updated 7 years ago
- Release code for ICML2020 Knowing The What But Not The Where in Bayesian Optimization☆15Updated last year
- Re-Examining Linear Embeddings for High-dimensional Bayesian Optimization☆41Updated 3 years ago
- Code for "Robust Multi-Objective Bayesian Optimization Under Input Noise"☆53Updated 2 years ago
- This repository contains the source code for “Thompson sampling efficient multiobjective optimization” (TSEMO).☆97Updated 4 years ago
- List of papers on robust Bayesian optimization☆17Updated 3 years ago
- Max-value Entropy Search for Efficient Bayesian Optimization☆71Updated 2 years ago
- Meta-Learning Acquisition Functions for Transfer Learning in Bayesian Optimization☆35Updated 4 years ago
- Benchmarking Surrogate-based Optimisation Algorithms on Expensive Black-box Functions☆25Updated 2 months ago
- NeurIPS 2019 Paper☆11Updated 5 years ago
- Risk-averse Heteroscedastic Bayesian Optimization, NeurIPS 2021☆14Updated 3 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
- Code repository for Ensemble Bayesian Optimization☆52Updated 5 years ago