ntienvu / KnownOptimum_BO
Release code for ICML2020 Knowing The What But Not The Where in Bayesian Optimization
☆15Updated last year
Alternatives and similar repositories for KnownOptimum_BO:
Users that are interested in KnownOptimum_BO are comparing it to the libraries listed below
- Bayesian Optimization with Density-Ratio Estimation☆23Updated 2 years ago
- Mini Bayesian Optimization package for ACML2020 Tutorial on Bayesian Optimization☆15Updated 2 years ago
- NeurIPS 2019 Paper☆11Updated 5 years ago
- ☆23Updated 2 years ago
- [NeurIPS DBT 2021] HPO-B☆28Updated 6 months ago
- SAASBO: a package for high-dimensional bayesian optimization☆41Updated 3 years ago
- Max-value Entropy Search for Efficient Bayesian Optimization☆71Updated 2 years ago
- Code associated with paper "High-Dimensional Contextual Policy Search with Unknown Context Rewards using Bayesian Optimization"☆15Updated 4 years ago
- Meta-Learning Acquisition Functions for Transfer Learning in Bayesian Optimization☆35Updated 4 years ago
- ☆13Updated 5 years ago
- [ICML'21] Think Global and Act Local: Bayesian Optimisation for Categorical and Mixed Search Spaces☆30Updated 2 years ago
- Bayesian Optimisation over Multiple Continuous and Categorical Inputs (CoCaBO)☆47Updated 5 years ago
- Bayesian Neural Network Surrogates for Bayesian Optimization☆48Updated 9 months ago
- A framework for Bayesian optimization of composite functions.☆14Updated 2 years ago
- [TMLR' 24] High-dimensional Bayesian Optimization via Covariance Matrix Adaptation Strategy☆17Updated 2 months ago
- The official implementation of PFNs4BO: In-Context Learning for Bayesian Optimization☆25Updated 11 months 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 for BINOCULARS and Multi-Step BO☆11Updated 4 years ago
- Offline Contextual Bayesian Optimization☆14Updated last year
- ☆15Updated 2 years ago
- Skew Gaussian Processes by Alessio Benavoli, Dario Azzimonti and Dario Piga☆13Updated 3 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
- Official implementation of NeurIPS'22 paper "Monte Carlo Tree Search based Variable Selection for High-Dimensional Bayesian Optimization"☆35Updated last year
- Repo for our paper "Repulsive deep ensembles are Bayesian"☆19Updated 3 years ago
- Bayesian Optimization over Discrete and Mixed Spaces via Probabilistic Reparameterization☆72Updated 2 years ago
- Re-Examining Linear Embeddings for High-dimensional Bayesian Optimization☆41Updated 3 years ago
- Code for Deep Structured Mixtures of Gaussian Processes (DSMGPs)☆10Updated 3 years ago
- ☆26Updated 2 months ago
- Batch Multi-Fidelity Bayesian Optimization with Deep Auto-Regressive Networks☆12Updated 3 years ago
- Code for the paper "Bayesian Neural Network Priors Revisited"☆56Updated 3 years ago