ntienvu / KnownOptimum_BOLinks
Release code for ICML2020 Knowing The What But Not The Where in Bayesian Optimization
☆15Updated 2 years ago
Alternatives and similar repositories for KnownOptimum_BO
Users that are interested in KnownOptimum_BO are comparing it to the libraries listed below
Sorting:
- Bayesian Optimization with Density-Ratio Estimation☆24Updated 2 years ago
- NeurIPS 2019 Paper☆11Updated 5 years ago
- Max-value Entropy Search for Efficient Bayesian Optimization☆78Updated 3 years ago
- Mini Bayesian Optimization package for ACML2020 Tutorial on Bayesian Optimization☆15Updated 3 years ago
- Code associated with paper "High-Dimensional Contextual Policy Search with Unknown Context Rewards using Bayesian Optimization"☆15Updated 4 years ago
- ☆23Updated 2 years ago
- Bayesian Optimisation over Multiple Continuous and Categorical Inputs (CoCaBO)☆51Updated 6 years ago
- Meta-learning Gaussian process (GP) priors via PAC-Bayes bounds☆26Updated last year
- Parallelised Thompson Sampling in GPs for Bayesian Optimisation☆36Updated 8 years ago
- This is the companion code for the paper Noisy-Input Entropy Search for Efficient Robust Bayesian Optimization by Lukas P. Fröhlich et al…☆11Updated 4 years ago
- [ICML'21] Think Global and Act Local: Bayesian Optimisation for Categorical and Mixed Search Spaces☆31Updated 2 years ago
- Bayesian Neural Network Surrogates for Bayesian Optimization☆62Updated last year
- Code for efficiently sampling functions from GP(flow) posteriors☆73Updated 4 years ago
- Code repository for Ensemble Bayesian Optimization☆54Updated 6 years ago
- This is the code for our paper: Increasing the Scope as You Learn: Adaptive Bayesian Optimization in Nested Subspaces (Leonard Papenmeier…☆19Updated last year
- [NeurIPS DBT 2021] HPO-B☆37Updated 3 months ago
- Bayesian Optimization over Discrete and Mixed Spaces via Probabilistic Reparameterization☆74Updated 3 years ago
- Bayesian active learning with EPIG data acquisition☆34Updated last month
- Code for the paper "Learning Step-Size Adaptation in CMA-ES"☆12Updated 2 years ago
- ☆13Updated 6 years ago
- Offline Contextual Bayesian Optimization☆14Updated 2 years ago
- code for BINOCULARS and Multi-Step BO☆12Updated 4 years ago
- [TMLR' 24] High-dimensional Bayesian Optimization via Covariance Matrix Adaptation Strategy☆19Updated 3 months ago
- Code to run the ASEBO algorithm from the paper: From Complexity to Simplicity: Adaptive ES-Active Subspaces for Blackbox Optimization... …☆16Updated 5 years ago
- Meta-Learning Acquisition Functions for Transfer Learning in Bayesian Optimization☆40Updated 5 years ago
- ☆10Updated last year
- The official implementation of PFNs4BO: In-Context Learning for Bayesian Optimization☆34Updated last month
- Code for Deep Structured Mixtures of Gaussian Processes (DSMGPs)☆11Updated 3 years ago
- SAASBO: a package for high-dimensional bayesian optimization☆47Updated 4 years ago
- Nonparametric Differential Equation Modeling☆55Updated last year