boschresearch / MetaBOLinks
Meta-Learning Acquisition Functions for Transfer Learning in Bayesian Optimization
☆37Updated 5 years ago
Alternatives and similar repositories for MetaBO
Users that are interested in MetaBO are comparing it to the libraries listed below
Sorting:
- This is the code for our paper: Increasing the Scope as You Learn: Adaptive Bayesian Optimization in Nested Subspaces (Leonard Papenmeier…☆17Updated last year
- Batch Multi-Fidelity Bayesian Optimization with Deep Auto-Regressive Networks☆12Updated 3 years ago
- Bayesian Optimization over Discrete and Mixed Spaces via Probabilistic Reparameterization☆72Updated 2 years ago
- ☆22Updated 2 years ago
- Code for "A survey and benchmark of high-dimensional Bayesian optimization of discrete sequences"☆11Updated 3 months ago
- Official implementation for the paper "Sample-Then-Optimize Batch Neural Thompson Sampling", published at NeurIPS 2022.☆10Updated 2 years ago
- [ICML'21] Think Global and Act Local: Bayesian Optimisation for Categorical and Mixed Search Spaces☆30Updated 2 years ago
- NeurIPS 2019 Paper☆11Updated 5 years ago
- ☆11Updated 2 years ago
- Bayesian Optimization with Density-Ratio Estimation☆23Updated 2 years ago
- The official implementation of PFNs4BO: In-Context Learning for Bayesian Optimization☆28Updated last year
- ☆49Updated 3 years ago
- Bayesian Neural Network Surrogates for Bayesian Optimization☆51Updated last year
- ☆9Updated last year
- Code related to the paper "Asynchronous Batch Bayesian Optimisation with Improved Local Penalisation"☆12Updated 6 years ago
- Baselines for Model-Based Optimization☆53Updated 3 years ago
- Bayesian Optimisation for String Spaces☆24Updated 3 years ago
- ☆13Updated 5 years ago
- Offline Contextual Bayesian Optimization☆14Updated last year
- The High-dimensional BayesOpt algorithms from "A Framework for Bayesian Optimization in Embedded Subspaces☆41Updated 5 years ago
- Re-Examining Linear Embeddings for High-dimensional Bayesian Optimization☆41Updated 3 years ago
- ☆44Updated 2 years ago
- Bayesian Optimisation over Multiple Continuous and Categorical Inputs (CoCaBO)☆51Updated 5 years ago
- SAASBO: a package for high-dimensional bayesian optimization☆43Updated 3 years ago
- Multi-Objective Bayesian Optimization over High-Dimensional Search Spaces☆57Updated 2 years ago
- Meta-learning Gaussian process (GP) priors via PAC-Bayes bounds☆26Updated last year
- [NeurIPS DBT 2021] HPO-B☆32Updated last month
- [NeurIPS 2020] Diversity-Guided Efficient Multi-Objective Optimization With Batch Evaluations☆106Updated 2 years ago
- Benchmarks for Model-Based Optimization☆92Updated last year
- Official implementation of NeurIPS'22 paper "Monte Carlo Tree Search based Variable Selection for High-Dimensional Bayesian Optimization"☆40Updated 2 years ago