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math.ST2024★ 1 cited
Network and interaction models for data with hierarchical granularity via fragmentation and coagulation
Lancelot F. James, Juho Lee, Nathan Ross
We introduce a nested family of Bayesian nonparametric models for network and interaction data with a hierarchical granularity structure that naturally arises through finer and coa…
math.ST2023
Bayesian Analysis of Generalized Hierarchical Indian Buffet Processes for Within and Across Group Sharing of Latent Features
Lancelot Fitzgerald James, Juho Lee, Abhinav Pandey
Bayesian nonparametric hierarchical priors are highly effective in providing flexible models for latent data structures exhibiting sharing of information within and across groups.…