10 citations · 17 across the 3 of their papers we have counts for
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cs.LG2018★ 6 cited
Learning Probabilistic Logic Programs in Continuous Domains
Stefanie Speichert, Vaishak Belle
The field of statistical relational learning aims at unifying logic and probability to reason and learn from data. Perhaps the most successful paradigm in the field is probabilisti…
cs.LG2018★ 10 cited
Tractable Querying and Learning in Hybrid Domains via Sum-Product Networks
Andreas Bueff, Stefanie Speichert, Vaishak Belle
Probabilistic representations, such as Bayesian and Markov networks, are fundamental to much of statistical machine learning. Thus, learning probabilistic representations directly…