Search Results for author: Georgios Trimponias

Found 1 papers, 0 papers with code

Online Structure Learning for Feed-Forward and Recurrent Sum-Product Networks

no code implementations NeurIPS 2018 Agastya Kalra, Abdullah Rashwan, Wei-Shou Hsu, Pascal Poupart, Prashant Doshi, Georgios Trimponias

Sum-product networks have recently emerged as an attractive representation due to their dual view as a special type of deep neural network with clear semantics and a special type of probabilistic graphical model for which inference is always tractable.

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