'Graphical Dirichlet Process for Clustering Non-Exchangeable Grouped Data', by Arhit Chakrabarti et al.

http://jmlr.org/papers/v25/23-1048.html

#clustering #clusters #hypergraph

https://youtu.be/R7k4N_eJw0U?si=QtWA4ZE7Z_aAKHAC
#hypergraph and #metagraph for #ai #agentmemory . How to move complexity to structural relations

https://medium.com/@volodymyrpavlyshyn/metagraphs-and-hypergraphs-for-complex-ai-agent-memory-and-rag-717f6f3589f5 #hypergraph #metagraph for #ai #aiagent #aimemory . agentic memory models

I thought I remembered someone here was working on a library to create and analyse #hypergraphs (potentially in #rust but I'm not sure).

Does anyone know who that might be? I wanted to check the library but I haven't been able to find it (or if I have, I did not recognize it).

Basically, anyone working on a hypergraph library, please ping me 😉

#complexNetworks #networkAnalysis #graphAnalysis #graphTheory #networkTheory #hypergraph

#effective #connectivity on #hypergraph "A unified framework for simplicial #Kuramoto models" by .@MarcoNurisso .@lordgrilo and family https://pubs.aip.org/aip/cha/article/34/5/053118/3289337/A-unified-framework-for-simplicial-Kuramoto-models #complexity #networks

https://volodymyrpavlyshyn.medium.com/personal-knowledge-graphs-in-relational-model-39528f1ee45b

So, go from #directedgraph to #hypergraph on steroids.

How does #namedgraph help us simplify structure? When using a different kind of graph.

Yep, all this is a pure relational model that works better with a #datalog. Relational databases could be a good choice for #personalknowledge #graphs and #ai #empowered applications

'Augmented Sparsifiers for Generalized Hypergraph Cuts', by Nate Veldt, Austin R. Benson, Jon Kleinberg.

http://jmlr.org/papers/v24/22-0305.html

#hypergraph #hyperedge #edges

The Why, How, and When of Representations for Complex Systems
(2021) : Torres, Leo et al
DOI: https://doi.org/10.1137/20m1355896
#graph_theory #hypergraph #complex_systems #simplical_complexes #__important #dependency #my_bibtex

Symposium on Experimental Algorithms, SEA
(2021) : Coudert, David Natale, Emanuel...
DOI: https://doi.org/10.4230/LIPICS.SEA.2021.0
#document_retrieval #algorithm #hypergraph #a_star #my_bibtex

'Knowledge Hypergraph Embedding Meets Relational Algebra', by Bahare Fatemi, Perouz Taslakian, David Vazquez, David Poole.

http://jmlr.org/papers/v24/22-063.html

#relational #hypergraph #relations

An Invitation to Applied Category Theory
(2019) : Fong, Brendan and David I. Spivak
DOI: https://doi.org/10.1017/9781108668804
#__important #category_theory #database #functors #galois_connection #hypergraph #joins #logic_of_behaviour #meets #monoid
#my_bibtex