boschresearch / MetaBO
Meta-Learning Acquisition Functions for Transfer Learning in Bayesian Optimization
☆35Updated 4 years ago
Alternatives and similar repositories for MetaBO:
Users that are interested in MetaBO are comparing it to the libraries listed below
- This is the code for our paper: Increasing the Scope as You Learn: Adaptive Bayesian Optimization in Nested Subspaces (Leonard Papenmeier…☆15Updated last year
- Baselines for Model-Based Optimization☆51Updated 3 years ago
- [ICML'21] Think Global and Act Local: Bayesian Optimisation for Categorical and Mixed Search Spaces☆30Updated last year
- ☆48Updated 2 years ago
- Bayesian Optimization over Discrete and Mixed Spaces via Probabilistic Reparameterization☆69Updated 2 years ago
- NeurIPS 2019 Paper☆11Updated 5 years ago
- Bayesian Optimization with Density-Ratio Estimation☆23Updated 2 years ago
- ☆11Updated 2 years ago
- Batch Multi-Fidelity Bayesian Optimization with Deep Auto-Regressive Networks☆12Updated 3 years ago
- Code associated with paper "High-Dimensional Contextual Policy Search with Unknown Context Rewards using Bayesian Optimization"☆15Updated 4 years ago
- ☆42Updated 2 years ago
- [NeurIPS DBT 2021] HPO-B☆28Updated 6 months ago
- The High-dimensional BayesOpt algorithms from "A Framework for Bayesian Optimization in Embedded Subspaces☆40Updated 5 years ago
- ☆8Updated 3 years ago
- Bayesian Neural Network Surrogates for Bayesian Optimization☆48Updated 8 months ago
- Benchmarks for Model-Based Optimization☆84Updated 9 months ago
- ☆23Updated 2 years ago
- Re-Examining Linear Embeddings for High-dimensional Bayesian Optimization☆41Updated 3 years ago
- Parallelised Thompson Sampling in GPs for Bayesian Optimisation☆36Updated 7 years ago
- Offline Contextual Bayesian Optimization☆14Updated last year
- ☆17Updated 2 years ago
- Code for A General Recipe for Likelihood-free Bayesian Optimization, ICML 2022☆44Updated 2 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
- ☆13Updated 5 years ago
- 📰 Must-read papers on Offline Model-based Optimization 🔥☆12Updated 7 months ago
- Meta-learning Gaussian process (GP) priors via PAC-Bayes bounds☆25Updated last year
- Official implementation of NeurIPS'22 paper "Monte Carlo Tree Search based Variable Selection for High-Dimensional Bayesian Optimization"☆34Updated last year
- Bayesian Optimisation for String Spaces☆24Updated 3 years ago
- SAASBO: a package for high-dimensional bayesian optimization☆40Updated 3 years ago
- Multi-Objective Bayesian Optimization over High-Dimensional Search Spaces☆54Updated 2 years ago