j-wilson / MaximizingAcquisitionFunctions
Code for "Maximizing Acquisition Functions for Bayesian Optimization"
☆12Updated 6 years ago
Alternatives and similar repositories for MaximizingAcquisitionFunctions:
Users that are interested in MaximizingAcquisitionFunctions are comparing it to the libraries listed below
- Re-Examining Linear Embeddings for High-dimensional Bayesian Optimization☆41Updated 3 years ago
- ☆47Updated 5 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
- [ICLR 2022] "Bayesian Modeling and Uncertainty Quantification for Learning to Optimize: What, Why, and How" by Yuning You, Yue Cao, Tianl…☆13Updated 2 years ago
- Meta-learning Gaussian process (GP) priors via PAC-Bayes bounds☆25Updated 11 months ago
- The High-dimensional BayesOpt algorithms from "A Framework for Bayesian Optimization in Embedded Subspaces☆40Updated 5 years ago
- Bayesian Optimisation over Multiple Continuous and Categorical Inputs (CoCaBO)☆47Updated 5 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
- Bayesian Optimization with Density-Ratio Estimation☆23Updated 2 years ago
- An elegant adaptive importance sampling algorithms for simulations of multi-modal distributions (NeurIPS'20)☆39Updated 2 years ago
- Code associated with paper "High-Dimensional Contextual Policy Search with Unknown Context Rewards using Bayesian Optimization"☆15Updated 4 years ago
- FlexiBO: Cost-Aware Multi-Objective Optimization of Deep Neural Networks☆14Updated last year
- Code for A General Recipe for Likelihood-free Bayesian Optimization, ICML 2022☆44Updated 2 years ago
- a curated list of bayesian optimization tutorials, papers, softwares☆27Updated 3 years ago
- ☆23Updated 2 years ago
- ☆16Updated 6 years ago
- Release code for ICML2020 Knowing The What But Not The Where in Bayesian Optimization☆15Updated last year
- Code for "Robust Multi-Objective Bayesian Optimization Under Input Noise"☆53Updated 2 years ago
- Code repository for Ensemble Bayesian Optimization☆52Updated 5 years ago
- Accompanying code for AAAI 2021 publication - High-Dimensional Bayesian Optimization via Tree-Structured Additive Models☆11Updated 6 months ago
- Bayesian Optimisation for String Spaces☆24Updated 3 years ago
- Benchmark functions for Bayesian optimization☆31Updated 10 months ago
- [ICML'21] Think Global and Act Local: Bayesian Optimisation for Categorical and Mixed Search Spaces☆30Updated last year
- Bayesian Optimization over Discrete and Mixed Spaces via Probabilistic Reparameterization☆69Updated 2 years ago
- Meta-Learning Acquisition Functions for Transfer Learning in Bayesian Optimization☆35Updated 4 years ago
- NeurIPS 2019 Paper☆11Updated 5 years ago
- Python implementation for Combining Latent Space and Structured Kernels for Bayesian Optimization over Combinatorial Spaces.☆13Updated 3 years ago
- Multi-fidelity Gaussian Process Bandit Optimisation☆39Updated 8 years ago
- The first collection of surrogate benchmarks for Joint Architecture and Hyperparameter Search.☆14Updated last year
- Multi-Objective Bayesian Optimization over High-Dimensional Search Spaces☆54Updated 2 years ago