Robust Group Synchronization via Cycle-Edge Message Passing

A python implementation of Correlation Clustering

Code and data for the paper "A Combinatorial Multi-Armed Bandit Approach to Correlation Clustering", DAMI 2023

Branch and cut algorithm for the clique partitioning problem

Code and data for the paper "In and Out: Optimizing Overall Interaction in Probabilistic Graphs under Clustering Constraints", KDD 2020

Multiple Partitioning of Multiplex Signed Networks

Physics-informed fire occurrence prediction using structured fire indices (ISI, FFMC, DMC, DC, BUI, FWI), and latent clustering. Implements an interpretable neural model fulfilling ISI’s predictive role. Stage 1 of a modular fire propagation modeling framework grounded in physical science. Resulted in a perfect 100% accuracy

Divide and Conquer - Correlation Clustering

Visualize a tolerance relation (based on spring forces)

ExCC

Space of Optimal Solutions of the Correlation Clustering Problem

Dual decomposition solvers for (lifted) multicut and max cut based on the LP_MP library.

This repo contains various exact and approximation algorithm for graph correlation clustering problems.

Deterministic Cluster Deletion Approximation Algorithm

Code and data for the paper "Correlation Clustering with Global Weight Bounds", ECML-PKDD 2021

Correlation Clustering - Divide and Conquer method - reloaded