LamNgo1 / cma-meta-algorithmLinks
[TMLR' 24] High-dimensional Bayesian Optimization via Covariance Matrix Adaptation Strategy
☆19Updated 6 months ago
Alternatives and similar repositories for cma-meta-algorithm
Users that are interested in cma-meta-algorithm 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
- SAASBO: a package for high-dimensional bayesian optimization☆43Updated 3 years ago
- The official implementation of PFNs4BO: In-Context Learning for Bayesian Optimization☆29Updated last year
- [NeurIPS DBT 2021] HPO-B☆32Updated 2 months ago
- Code for "A survey and benchmark of high-dimensional Bayesian optimization of discrete sequences"☆11Updated 4 months ago
- ☆22Updated 2 years ago
- Bayesian Neural Network Surrogates for Bayesian Optimization☆51Updated last year
- [NeurIPS 2020] Diversity-Guided Efficient Multi-Objective Optimization With Batch Evaluations☆106Updated 2 years ago
- Code related to the paper "Asynchronous Batch Bayesian Optimisation with Improved Local Penalisation"☆12Updated 6 years ago
- Multi-Objective Bayesian Optimization over High-Dimensional Search Spaces☆58Updated 2 years ago
- Code accompanying https://arxiv.org/abs/1802.02219☆18Updated 2 years ago
- Bayesian Active Learning with Fully Bayesian Gaussian Processes☆13Updated 2 years ago
- Benchmark library for high-dimensional HPO of black-box models based on Weighted Lasso regression☆12Updated 2 years ago
- ☆9Updated last year
- Release code for ICML2020 Knowing The What But Not The Where in Bayesian Optimization☆15Updated 2 years ago
- Code for the paper "Bounce: Reliable High-Dimensional Bayesian Optimization for Combinatorial and Mixed Spaces"☆11Updated last year
- Bayesian optimization with Standard Gaussian Processes on high dimensional benchmarks☆13Updated 2 months ago
- A set of real-world multi-objective optimization problems☆51Updated 4 years ago
- Bayesian Optimisation over Multiple Continuous and Categorical Inputs (CoCaBO)☆51Updated 5 years ago
- ☆11Updated 2 years ago
- [ICML'21] Think Global and Act Local: Bayesian Optimisation for Categorical and Mixed Search Spaces☆30Updated 2 years ago
- code for BINOCULARS and Multi-Step BO☆12Updated 4 years ago
- Official implementation for the paper "Sample-Then-Optimize Batch Neural Thompson Sampling", published at NeurIPS 2022.☆10Updated 2 years ago
- Meta-Learning Acquisition Functions for Transfer Learning in Bayesian Optimization☆37Updated 5 years ago
- Python implementation of the Max-value Entropy Search for Multi-Objective Bayesian Optimization method☆27Updated 3 years ago
- [ICLR 2021] Few Shot Bayesian Optimization☆20Updated 2 years ago
- ☆29Updated 4 months ago
- Bayesian Optimization with Density-Ratio Estimation☆23Updated 2 years ago
- Official implementation of NeurIPS'22 paper "Monte Carlo Tree Search based Variable Selection for High-Dimensional Bayesian Optimization"☆40Updated 2 years ago
- ☆36Updated last year