69 citations · 271 across the 11 of their papers we have counts for
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cs.LG2023★ 1 cited
Probabilistic Multi-Dimensional Classification
Vu-Linh Nguyen, Yang Yang, Cassio de Campos
Multi-dimensional classification (MDC) can be employed in a range of applications where one needs to predict multiple class variables for each given instance. Many existing MDC met…
cs.LG2023★ 2 cited
Bayesian Structure Scores for Probabilistic Circuits
Yang Yang, Gennaro Gala, Robert Peharz
Probabilistic circuits (PCs) are a prominent representation of probability distributions with tractable inference. While parameter learning in PCs is rigorously studied, structure…