MachineLearningLifeScience / hdbo_benchmarkLinks
Code for "A survey and benchmark of high-dimensional Bayesian optimization of discrete sequences"
☆15Updated 10 months ago
Alternatives and similar repositories for hdbo_benchmark
Users that are interested in hdbo_benchmark are comparing it to the libraries listed below
Sorting:
- The official implementation of PFNs4BO: In-Context Learning for Bayesian Optimization☆37Updated 3 months ago
- Bayesian Neural Network Surrogates for Bayesian Optimization☆65Updated last year
- ☆11Updated last year
- SAASBO: a package for high-dimensional bayesian optimization☆51Updated 4 years ago
- This is the code for our paper: Increasing the Scope as You Learn: Adaptive Bayesian Optimization in Nested Subspaces (Leonard Papenmeier…☆20Updated last year
- Multi-Objective Bayesian Optimization over High-Dimensional Search Spaces☆67Updated 3 years ago
- Bayesian Optimization over Discrete and Mixed Spaces via Probabilistic Reparameterization☆76Updated 3 years ago
- ☆14Updated 3 years ago
- [TMLR' 24] High-dimensional Bayesian Optimization via Covariance Matrix Adaptation Strategy☆19Updated 5 months ago
- ☆34Updated 10 months ago
- Code related to the paper "Asynchronous Batch Bayesian Optimisation with Improved Local Penalisation"☆13Updated 6 years ago
- [NeurIPS DBT 2021] HPO-B☆41Updated last month
- Pre-trained Gaussian processes for Bayesian optimization☆99Updated 8 months ago
- Batch Multi-Fidelity Bayesian Optimization with Deep Auto-Regressive Networks☆12Updated 4 years ago
- Bayesian Optimization with Density-Ratio Estimation☆24Updated 3 years ago
- Meta-Learning Acquisition Functions for Transfer Learning in Bayesian Optimization☆41Updated 5 years ago
- [NeurIPS 2020] Diversity-Guided Efficient Multi-Objective Optimization With Batch Evaluations☆108Updated 2 years ago
- Benchmarks for Model-Based Optimization☆96Updated last year
- [ICML'21] Think Global and Act Local: Bayesian Optimisation for Categorical and Mixed Search Spaces☆32Updated 2 years ago
- Re-Examining Linear Embeddings for High-dimensional Bayesian Optimization☆42Updated 4 years ago
- Skew Gaussian Processes by Alessio Benavoli, Dario Azzimonti and Dario Piga☆16Updated 4 months ago
- Bayesian optimization with Standard Gaussian Processes on high dimensional benchmarks☆18Updated 6 months ago
- code for BINOCULARS and Multi-Step BO☆12Updated 5 years ago
- [ICML 2024] Official implementation for "Beyond ELBOs: A Large-Scale Evaluation of Variational Methods for Sampling".☆41Updated last year
- Bayesian Optimisation over Multiple Continuous and Categorical Inputs (CoCaBO)☆52Updated 6 years ago
- Code for "Robust Multi-Objective Bayesian Optimization Under Input Noise"☆56Updated 3 years ago
- Bayesian Optimisation for String Spaces☆24Updated 4 years ago
- 📰 Must-Read Papers on Offline Model-Based Optimization 🔥☆29Updated 6 months ago
- Cost-aware Bayesian optimization via the Pandora's box Gittins index☆13Updated 4 months ago
- [ICLR 2021] Few Shot Bayesian Optimization☆22Updated 3 years ago