yuansuny

mwc

This repository contains the C++ source codes for the paper: Sun Y, Li X, Erst A. Using Statistical Measures and Machine Learning for Graph Reduction to Solve Maximum Weight Clique Problems. IEEE Transactions on Pattern Analysis and Machine Intelligence, accepted in Nov 2019.

tsp

This repository contains the C++ source codes of the machine learning for problem reduction model for solving TSP and SOP problems.

MLACO

mlcp

mlcg

This repo contains the source code for the paper titled "Learning to Generate Columns with Application to Vertex Coloring". To be updated...

pda

This repository contains the Python/C++ source codes for the paper: Sun, Y., Wang, W., Kirley, M., Li, X., & Chan, J. Revisiting Probability Distribution Assumptions for Information Theoretic Feature Selection. To be presented at AAAI 2020 in New York.

CSP

datasets

emukit

A Python-based toolbox of various methods in uncertainty quantification and statistical emulation: multi-fidelity, experimental design, Bayesian optimisation, Bayesian quadrature, etc.

MMD-GAN

Improving MMD-GAN training with repulsive loss function