ArXiv TLDR

Christopher Nemeth

2 papers · Latest:

Statistical Machine Learning

Hypergraph Generation via Structured Stochastic Diffusion

HEDGE is a new generative model that uses structured stochastic diffusion on incidence matrices to create realistic hypergraphs, outperforming baselines.

2605.05024
Statistical Machine Learning

Scalable Model-Based Clustering with Sequential Monte Carlo

This paper introduces a novel Sequential Monte Carlo algorithm for scalable model-based clustering by decomposing problems into independent subproblems.

2604.14810

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