Robust Group Synchronization via Cycle-Edge Message Passing

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

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

Branch and cut algorithm for the clique partitioning problem

A python implementation of Correlation Clustering

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

ExCC

Visualize a tolerance relation (based on spring forces)

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

Space of Optimal Solutions of the Correlation Clustering Problem

Divide and Conquer - Correlation Clustering

Deterministic Cluster Deletion Approximation Algorithm

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

Correlation Clustering - Divide and Conquer method - reloaded

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