facebookresearch / alebo
Re-Examining Linear Embeddings for High-dimensional Bayesian Optimization
☆41Updated 3 years ago
Alternatives and similar repositories for alebo:
Users that are interested in alebo are comparing it to the libraries listed below
- ☆50Updated 7 months ago
- The High-dimensional BayesOpt algorithms from "A Framework for Bayesian Optimization in Embedded Subspaces☆40Updated 5 years ago
- Code repository for Ensemble Bayesian Optimization☆52Updated 5 years ago
- Parallelised Thompson Sampling in GPs for Bayesian Optimisation☆36Updated 7 years ago
- Bayesian Optimization with Density-Ratio Estimation☆23Updated 2 years ago
- ☆17Updated 2 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
- Code repo for "Function-Space Distributions over Kernels"☆31Updated 4 years ago
- ☆23Updated 2 years ago
- Code associated with paper "High-Dimensional Contextual Policy Search with Unknown Context Rewards using Bayesian Optimization"☆15Updated 4 years ago
- Bayesian Optimisation over Multiple Continuous and Categorical Inputs (CoCaBO)☆51Updated 5 years ago
- Accompanying code for AAAI 2021 publication - High-Dimensional Bayesian Optimization via Tree-Structured Additive Models☆11Updated 8 months ago
- NeurIPS 2019 Paper☆11Updated 5 years ago
- Benchmark functions for Bayesian optimization☆33Updated last year
- Meta-Learning Acquisition Functions for Transfer Learning in Bayesian Optimization☆35Updated 4 years ago
- ☆16Updated 6 years ago
- Implementation of GPLVM and Bayesian GPLVM in pytorch/gpytorch☆15Updated 3 years ago
- Bayesian Neural Network Surrogates for Bayesian Optimization☆48Updated 10 months ago
- Multi-Information Source Optimization☆22Updated 5 years ago
- Bayesian Optimization over Discrete and Mixed Spaces via Probabilistic Reparameterization☆72Updated 2 years ago
- [ICML'21] Think Global and Act Local: Bayesian Optimisation for Categorical and Mixed Search Spaces☆30Updated 2 years ago
- Multi-fidelity Gaussian Process Bandit Optimisation☆39Updated 8 years ago
- Bayesian Optimisation for String Spaces☆24Updated 3 years ago
- This repository contains the code for the method GPUCB-UBO proposed in the paper 'Bayesian Optimization with Unknown Search Space', NeurI…☆9Updated 5 years ago
- ☆30Updated 2 years ago
- Skew Gaussian Processes by Alessio Benavoli, Dario Azzimonti and Dario Piga☆13Updated 3 years ago
- Code for "Maximizing Acquisition Functions for Bayesian Optimization"☆13Updated 6 years ago
- Repository for paper: "SnAKe: Bayesian Optimization with Pathwise Exploration".☆15Updated last year
- Multi-Objective Bayesian Optimization over High-Dimensional Search Spaces☆55Updated 2 years ago
- gpbo☆25Updated 4 years ago