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2020 – today
- 2024
[c2]Lorenzo Loconte, Aleksanteri M. Sladek, Stefan Mengel, Martin Trapp, Arno Solin, Nicolas Gillis, Antonio Vergari:
Subtractive Mixture Models via Squaring: Representation and Learning. ICLR 2024- [i5]Lorenzo Loconte, Stefan Mengel, Antonio Vergari:
Sum of Squares Circuits. CoRR abs/2408.11778 (2024) - [i4]Lorenzo Loconte, Antonio Mari, Gennaro Gala, Robert Peharz, Cassio de Campos, Erik Quaeghebeur, Gennaro Vessio, Antonio Vergari:
What is the Relationship between Tensor Factorizations and Circuits (and How Can We Exploit it)? CoRR abs/2409.07953 (2024) - 2023
- [c1]Lorenzo Loconte, Nicola Di Mauro, Robert Peharz, Antonio Vergari:
How to Turn Your Knowledge Graph Embeddings into Generative Models. NeurIPS 2023 - [i3]Lorenzo Loconte, Nicola Di Mauro, Robert Peharz, Antonio Vergari
:
How to Turn Your Knowledge Graph Embeddings into Generative Models via Probabilistic Circuits. CoRR abs/2305.15944 (2023) - [i2]Lorenzo Loconte, Aleksanteri M. Sladek, Stefan Mengel, Martin Trapp, Arno Solin, Nicolas Gillis, Antonio Vergari:
Subtractive Mixture Models via Squaring: Representation and Learning. CoRR abs/2310.00724 (2023) - 2022
- [i1]Lorenzo Loconte, Gennaro Gala:
DeeProb-kit: a Python Library for Deep Probabilistic Modelling. CoRR abs/2212.04403 (2022)
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