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Interpretable Neural-Symbolic Concept Reasoning
XAI seminars at KDD
Scuola Normale Superiore, Pisa, Italy • April 2024Interpretable Neural-Symbolic Concept Reasoning
TAILOR WP4 Workshop on Neuro-Symbolic AI
Online • March 2024Neural-Symbolic Reasoning: Towards Interpretable-by-design Neural Networks
Unisi-IA Seminar Series
Università di Siena, Siena, Italy • Januay 2024Interpretable Graph Networks Formulate Universal Algebra Conjectures
Thirty-seventh Annual Conference on Neural Information Processing Systems (NeurIPS 2023)
New Orleans, Louisiana, USA • December 2023Neural-Symbolic Reasoning - Towards Interpretable-by-design Neural Networks
1st LEMUR Workshop
Milano, Italy • September 2023Interpretable Neural-Symbolic Concept Reasoning
Workshop on Differentiable Almost Everything: Differentiable Relaxations, Algorithms, Operators, and Simulators (at ICML 2023)
Honolulu, Hawaii, USA • July 2023Bridging Equational Properties and Patterns on Graphs: an AI-Based Approach
2nd Annual TAG in Machine Learning Workshop (at ICML 2023)
Honolulu, Hawaii, USA • July 2023Interpretable Neural-Symbolic Concept Reasoning
40th International Conference on Machine Learning (ICML 2023)
Honolulu, Hawaii, USA • July 2023Logic Explained Networks
17th International Workshop on Neural-Symbolic Learning and Reasoning (NeSy 2023)
Siena, Italy • July 2023Enhancing Embedding Representations of Biomedical Data using Logic Knowledge
International Joint Conference on Neural Networks (IJCNN 2023)
Gold Coast, Queensland, Australia • June 2023Relational Reasoning Networks
3rd TAILOR Conference
Siena, Italy • June 2023Interpretable Neural-Symbolic Concept Reasoning
Spring workshop on Mining and Learning (SMILE 2023)
Sint-Michielgestel, Netherlands • May 2023Relational Reasoning Networks
Spring workshop on Mining and Learning (SMILE 2023)
Sint-Michielgestel, Netherlands • May 2023Concept embedding models: Beyond the accuracy-explainability trade-off
Thirty-sixth Conference on Neural Information Processing Systems (NeurIPS 2022)
New Orleans, Louisiana, USA • December 2022Relational Reasoning Networks
Workshop on “Synergies between Language Models/Knowledge Graph Embeddings and Neuro-Symbolic Learning”
KU Leuven, Belgium • November 2022Relational Reasoning Networks
2nd TAILOR Conference
Prague, Czech Republic • September 2022Learning and Reasoning with Embeddings
WP3 TAILOR seminar on Coordinate Action 3.1 about Explainable malware/security threat detection
Online • June 2022Integrating Learning and Logic Reasoning
Seminars at UniBS
Università di Brescia, Brescia, Italy • June 2022Logic Explained Networks
Convegno Nazionale CINI sull’Intelligenza Artificiale (Ital-IA), Workshop su AI Responsabile ed Affidabile
Online • February 2022Relational Reasoning Networks
First Workshop for Task 4.3 of TAILOR project
Online • June 2021Inference in Relational Neural Machines
First International Workshop on New Foundations for Human-Centered AI (NeHuAI) (ECAI 2020)
Online • September 2020Relational Neural Machines
24th European Conference on Artificial Intelligence (ECAI 2020)
Online • September 2020Relational Neural Machines
SmiLe - Spring workshop on Mining and Learning 2020
Titisee, Germany • February 2020Constraint-Based Visual Generation
28th International Conference on Artificial Neural Networks (ICANN 2019)
Munich, Germany • October 2019Conditions for Unnecessary Logical Constraints in Kernel Machines
28th International Conference on Artificial Neural Networks (ICANN 2019)
Munich, Germany • October 2019On the relation between Loss Functions and T-Norms
29th International Conference on Inductive Logic Programming (ILP 2019)
Plovdiv, Bulgaria • September 2019Characterization of the Convex Łukasiewicz Fragment for Learning from Constraints
Thirty-Second AAAI Conference on Artificial Intelligence (AAAI-18)
New Orleans, Louisiana, USA • February 2018Learning Łukasiewicz logic fragments by quadratic programming
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD 2017)
Skopje, Macedonia • September 2017
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