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expensive-to-evaluate-functions

Here are 6 public repositories matching this topic...

Eric-Bradford / TS-EMO

This repository contains the source code for “Thompson sampling efficient multiobjective optimization” (TSEMO).

machine-learning matlab thompson-sampling multi-objective-optimization genetic-algorithms black-box-optimization gaussian-processes bayesian-optimization kriging expensive-to-evaluate-functions surrogate-based-optimization spectral-sampling

Updated Jun 19, 2020
MATLAB

aryandeshwal / HyBO

black-box-optimization gaussian-processes bayesian-optimization expensive-to-evaluate-functions icml-2021 hybrid-spaces

Updated Dec 21, 2022
Python

aryandeshwal / MerCBO

Python implementation of Mercer Features for Efficient Combinatorial Bayesian Optimization

python machine-learning bayesian black-box-optimization gaussian-processes bayesian-optimization discrete-optimization combinatorial-optimization graph-cuts expensive-to-evaluate-functions network-flows aaai2021

Updated Jun 14, 2021
Python

aryandeshwal / BODi

kernel-methods black-box-optimization gaussian-processes bayesian-optimization combinatorial-optimization expensive-to-evaluate-functions aistats-2023

Updated Mar 17, 2024
Python

aryandeshwal / MESMO

Python implementation of the Max-value Entropy Search for Multi-Objective Bayesian Optimization method

python machine-learning multi-objective-optimization black-box-optimization bayesian-optimization expensive-to-evaluate-functions neurips-2019

Updated Apr 21, 2022
Python

aryandeshwal / Submodular_Relaxation_BOCS

Python implementation of Scalable Combinatorial Bayesian Optimization with Tractable Statistical Models

python machine-learning black-box-optimization bayesian-optimization discrete-optimization combinatorial-optimization submodular-optimization graph-cuts expensive-to-evaluate-functions

Updated Aug 22, 2020
Python

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