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Artificial Intelligence · Computer Science
Taxonomic Networks: A Representation for Neuro-Symbolic Pairing
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Biological Physics · Physics
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N. Brenner, S. P. Strong, R. Koberle, W. Bialek +1
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Artificial Intelligence · Computer Science
Neural-Symbolic Learning and Reasoning: A Survey and Interpretation
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2017-11-13
Artificial Intelligence · Computer Science
Neurosymbolic Programming for Science
Jennifer J. Sun, Megan Tjandrasuwita, Atharva Sehgal, Armando Solar-Lezama +3
2022-11-08
Artificial Intelligence · Computer Science
Deciphering Raw Data in Neuro-Symbolic Learning with Provable Guarantees
Lue Tao, Yu-Xuan Huang, Wang-Zhou Dai, Yuan Jiang
2024-01-24
Artificial Intelligence · Computer Science
Neural-Symbolic Computing: An Effective Methodology for Principled Integration of Machine Learning and Reasoning
Artur d'Avila Garcez, Marco Gori, Luis C. Lamb, Luciano Serafini +2
2019-05-16
Artificial Intelligence · Computer Science
Neuro-Symbolic AI: Explainability, Challenges, and Future Trends
Xin Zhang, Victor S. Sheng
2024-11-08
Artificial Intelligence · Computer Science
Neural, Symbolic and Neural-Symbolic Reasoning on Knowledge Graphs
Jing Zhang, Bo Chen, Lingxi Zhang, Xirui Ke +1
2021-04-01
Machine Learning · Computer Science
Neural Symbolic Regression that Scales
Luca Biggio, Tommaso Bendinelli, Alexander Neitz, Aurelien Lucchi +1
2021-06-14
Artificial Intelligence · Computer Science
Formal Explanations for Neuro-Symbolic AI
Sushmita Paul, Jinqiang Yu, Jip J. Dekker, Alexey Ignatiev +1
2024-10-21
Machine Learning · Computer Science
Neuro-Symbolic Continual Learning: Knowledge, Reasoning Shortcuts and Concept Rehearsal
Emanuele Marconato, Gianpaolo Bontempo, Elisa Ficarra, Simone Calderara +2
2023-12-20
Artificial Intelligence · Computer Science
Neural-Symbolic Argumentation Mining: an Argument in Favor of Deep Learning and Reasoning
Andrea Galassi, Kristian Kersting, Marco Lippi, Xiaoting Shao +1
2020-01-29
Logic in Computer Science · Computer Science
Lissom, a Source Level Proof Carrying Code Platform
Joao Gomes, Daniel Martins, Simao Melo de Sousa, Jorge Sousa Pinto
2008-12-18
Artificial Intelligence · Computer Science
Neuro-Symbolic AI: An Emerging Class of AI Workloads and their Characterization
Zachary Susskind, Bryce Arden, Lizy K. John, Patrick Stockton +1
2021-09-14