ilijabogunovic / Robust-BO
List of papers on robust Bayesian optimization
☆17Updated 3 years ago
Alternatives and similar repositories for Robust-BO
Users that are interested in Robust-BO are comparing it to the libraries listed below
Sorting:
- SAASBO: a package for high-dimensional bayesian optimization☆43Updated 3 years ago
- Python Library for Generalized Gaussian Process Modeling☆24Updated last month
- Bayesian Neural Network Surrogates for Bayesian Optimization☆51Updated last year
- ☆11Updated 5 months ago
- Heteroscedastic Bayesian Optimisation in Numpy☆21Updated 2 years ago
- Fast Bayesian optimization, quadrature, inference over arbitrary domain with GPU parallel acceleration☆26Updated this week
- Multi-fidelity Bayesian Optimization via Deep Neural Nets☆30Updated 4 years ago
- Mixed Variable Multi-Objective Optimisation☆19Updated 3 years ago
- Bayesian optimization with Standard Gaussian Processes on high dimensional benchmarks☆11Updated 3 weeks ago
- Repository for paper: "SnAKe: Bayesian Optimization with Pathwise Exploration".☆17Updated last year
- Bayesian Optimisation over Multiple Continuous and Categorical Inputs (CoCaBO)☆51Updated 5 years ago
- Code to accompany the paper "Discovery of Physics from Data: Universal Laws and Discrepancies"☆27Updated 4 years ago
- Deep Bayesian Optimization for Problems with High-Dimensional Structure☆16Updated 2 years ago
- A Multi-objective Multi-fidelity acquisition function for Bayesian optimization based on EHVI method.☆10Updated 2 years ago
- This repository contains the source code for “Thompson sampling efficient multiobjective optimization” (TSEMO).☆101Updated 4 years ago
- Multi-Information Source Optimization☆23Updated 5 years ago
- Code related to the paper "Asynchronous Batch Bayesian Optimisation with Improved Local Penalisation"☆12Updated 6 years ago
- Code for "Robust Multi-Objective Bayesian Optimization Under Input Noise"☆54Updated 2 years ago
- Code for efficiently sampling functions from GP(flow) posteriors☆72Updated 4 years ago
- Batch Multi-Fidelity Bayesian Optimization with Deep Auto-Regressive Networks☆12Updated 3 years ago
- ☆23Updated 2 years ago
- Risk-averse Heteroscedastic Bayesian Optimization, NeurIPS 2021☆14Updated 3 years ago
- This is the code for our paper: Increasing the Scope as You Learn: Adaptive Bayesian Optimization in Nested Subspaces (Leonard Papenmeier…☆16Updated last year
- (NeurIPS 2022) Fast Bayesian Inference with Batch Bayesian Quadrature via Kernel Recombination☆19Updated last year
- Code for "A survey and benchmark of high-dimensional Bayesian optimization of discrete sequences"☆11Updated 2 months ago
- Benchmarking☆28Updated 3 years ago
- scalable multi-fidelity machine learning☆9Updated 3 years ago
- Multiobjective black-box optimization using gradient-boosted trees☆58Updated 2 months ago
- [TMLR' 24] High-dimensional Bayesian Optimization via Covariance Matrix Adaptation Strategy☆20Updated 4 months ago
- ☆12Updated 2 years ago