ksehic / LassoBenchLinks
Benchmark library for high-dimensional HPO of black-box models based on Weighted Lasso regression
☆12Updated 2 years ago
Alternatives and similar repositories for LassoBench
Users that are interested in LassoBench are comparing it to the libraries listed below
Sorting:
- ☆22Updated 2 years ago
- Bayesian Neural Network Surrogates for Bayesian Optimization☆51Updated last year
- [NeurIPS DBT 2021] HPO-B☆32Updated 2 months ago
- Skew Gaussian Processes by Alessio Benavoli, Dario Azzimonti and Dario Piga☆14Updated 3 years ago
- SAASBO: a package for high-dimensional bayesian optimization☆43Updated 3 years ago
- This is the code for our paper: Increasing the Scope as You Learn: Adaptive Bayesian Optimization in Nested Subspaces (Leonard Papenmeier…☆17Updated last year
- Fast hyperparameter settings for non-smooth estimators:☆40Updated 2 years ago
- [TMLR' 24] High-dimensional Bayesian Optimization via Covariance Matrix Adaptation Strategy☆19Updated 6 months ago
- Bayesian Active Learning with Fully Bayesian Gaussian Processes☆13Updated 2 years ago
- Bayesian Optimisation over Multiple Continuous and Categorical Inputs (CoCaBO)☆51Updated 5 years ago
- [ICML'21] Think Global and Act Local: Bayesian Optimisation for Categorical and Mixed Search Spaces☆30Updated 2 years ago
- Release code for ICML2020 Knowing The What But Not The Where in Bayesian Optimization☆15Updated 2 years ago
- The High-dimensional BayesOpt algorithms from "A Framework for Bayesian Optimization in Embedded Subspaces☆41Updated 6 years ago
- The official implementation of PFNs4BO: In-Context Learning for Bayesian Optimization☆29Updated last year
- ☆195Updated 11 months ago
- Bayesian Optimization with Density-Ratio Estimation☆23Updated 2 years ago
- Code repository for Ensemble Bayesian Optimization☆53Updated 5 years ago
- ☆13Updated 5 years ago
- Multi-Objective Bayesian Optimization over High-Dimensional Search Spaces☆58Updated 2 years ago
- ☆9Updated last year
- Code related to the paper "Asynchronous Batch Bayesian Optimisation with Improved Local Penalisation"☆12Updated 6 years ago
- NeurIPS 2019 Paper☆11Updated 5 years ago
- ☆29Updated 3 months ago
- code for BINOCULARS and Multi-Step BO☆12Updated 4 years ago
- Heterogeneous Multi-output Gaussian Processes☆52Updated 5 years ago
- Light-weighted code for Orthogonal Additive Gaussian Processes☆42Updated 10 months ago
- Library for Deep Gaussian Processes based on GPflow☆19Updated 5 years ago
- ☆19Updated 3 years ago
- Official implementation for the paper "Sample-Then-Optimize Batch Neural Thompson Sampling", published at NeurIPS 2022.☆10Updated 2 years ago
- ☆13Updated 4 months ago