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Lorenzo Loconte
Lorenzo Loconte
Verified email at sms.ed.ac.uk - Homepage
Title
Cited by
Cited by
Year
Subtractive Mixture Models via Squaring: Representation and Learning
L Loconte, AM Sladek, S Mengel, M Trapp, A Solin, N Gillis, A Vergari
International Conference on Learning Representations 12, 2024
102024
How to turn your knowledge graph embeddings into generative models
L Loconte, N Di Mauro, R Peharz, A Vergari
Advances in Neural Information Processing Systems 36, 2023
10*2023
Deeprob-kit: a python library for deep probabilistic modelling
L Loconte, G Gala
arXiv preprint arXiv:2212.04403, 2022
5*2022
What is the Relationship between Tensor Factorizations and Circuits (and How Can We Exploit it)?
L Loconte, A Mari, G Gala, R Peharz, C de Campos, E Quaeghebeur, ...
Transactions on Machine Learning Reasearch, 2025
42025
Sum of squares circuits
L Loconte, S Mengel, A Vergari
The 39th Annual AAAI Conference on Artificial Intelligence, 2025
22025
Negative mixture models via squaring: Representation and learning
L Loconte, S Mengel, N Gillis, A Vergari
The 6th Workshop on Tractable Probabilistic Modeling, 2023
12023
On Faster Marginalization with Squared Circuits via Orthonormalization
L Loconte, A Vergari
CoLoRAI AAAI'25 workshop on Connecting Low-Rank Representations in AI, 2025
2025
Is Complex Query Answering Really Complex?
C Gregucci, B Xiong, D Hernandez, L Loconte, P Minervini, S Staab, ...
arXiv preprint arXiv:2410.12537, 2024
2024
Your Knowledge Graph Embeddings are Secretly Circuits and You Should Treat Them as Such
L Loconte, N Di Mauro, R Peharz, A Vergari
The 5th Workshop on Tractable Probabilistic Modeling, 2023
2023
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