Get our free extension to see links to code for papers anywhere online!

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

ChemAlgebra: Algebraic Reasoning on Chemical Reactions


Oct 05, 2022
Andrea Valenti, Davide Bacciu, Antonio Vergari


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Semantic Probabilistic Layers for Neuro-Symbolic Learning


Jun 01, 2022
Kareem Ahmed, Stefano Teso, Kai-Wei Chang, Guy Van den Broeck, Antonio Vergari


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Efficient and Reliable Probabilistic Interactive Learning with Structured Outputs


Feb 17, 2022
Stefano Teso, Antonio Vergari

* Accepted at the AAAI-22 Workshop on Interactive Machine Learning 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Tractable Computation of Expected Kernels by Circuits


Feb 21, 2021
Wenzhe Li, Zhe Zeng, Antonio Vergari, Guy Van den Broeck


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

A Compositional Atlas of Tractable Circuit Operations: From Simple Transformations to Complex Information-Theoretic Queries


Feb 11, 2021
Antonio Vergari, YooJung Choi, Anji Liu, Stefano Teso, Guy Van den Broeck


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

An Empirical Study on the Generalization Power of Neural Representations Learned via Visual Guessing Games


Jan 31, 2021
Alessandro Suglia, Yonatan Bisk, Ioannis Konstas, Antonio Vergari, Emanuele Bastianelli, Andrea Vanzo, Oliver Lemon

* Accepted paper for the 16th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2021) 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Imagining Grounded Conceptual Representations from Perceptual Information in Situated Guessing Games


Nov 05, 2020
Alessandro Suglia, Antonio Vergari, Ioannis Konstas, Yonatan Bisk, Emanuele Bastianelli, Andrea Vanzo, Oliver Lemon

* Accepted to the International Conference on Computational Linguistics (COLING) 2020 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Strudel: Learning Structured-Decomposable Probabilistic Circuits


Jul 18, 2020
Meihua Dang, Antonio Vergari, Guy Van den Broeck

* 13 pages, 9 figures, to be published on PGM2020 (The 10th International Conference on Probabilistic Graphical Models) 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Handling Missing Data in Decision Trees: A Probabilistic Approach


Jun 29, 2020
Pasha Khosravi, Antonio Vergari, YooJung Choi, Yitao Liang, Guy Van den Broeck


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Einsum Networks: Fast and Scalable Learning of Tractable Probabilistic Circuits


Apr 13, 2020
Robert Peharz, Steven Lang, Antonio Vergari, Karl Stelzner, Alejandro Molina, Martin Trapp, Guy Van den Broeck, Kristian Kersting, Zoubin Ghahramani


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email
1
2
3
>>