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ORCIDNeSy 2021: Virtual Event
- Artur S. d'Avila Garcez, Ernesto Jiménez-Ruiz:
Proceedings of the 15th International Workshop on Neural-Symbolic Learning and Reasoning as part of the 1st International Joint Conference on Learning & Reasoning (IJCLR 2021), Virtual conference, October 25-27, 2021. CEUR Workshop Proceedings 2986, CEUR-WS.org 2021 - Anna Himmelhuber, Sonja Zillner, Stephan Grimm, Martin Ringsquandl, Mitchell Joblin, Thomas A. Runkler:
A New Concept for Explaining Graph Neural Networks. 1-5 - Paolo Dragone, Stefano Teso, Andrea Passerini:
Neuro-Symbolic Constraint Programming for Structured Prediction. 6-14 - Nuri Cingillioglu, Alessandra Russo:
pix2rule: End-to-end Neuro-symbolic Rule Learning. 15-56 - Edgar Altszyler, Pablo Brusco, Nikoletta Basiou, John Byrnes, Dimitra Vergyri:
Zero-shot Multi-Domain Dialog State Tracking Using Prescriptive Rules. 57-66 - Patrick Betz, Mathias Niepert, Pasquale Minervini, Heiner Stuckenschmidt:
Backpropagating through Markov Logic Networks. 67-81 - Theodoros Kasioumis, Joe Townsend, Hiroya Inakoshi:
Elite BackProp: Training Sparse Interpretable Neurons. 82-93 - Pedro Zuidberg Dos Martires:
Neural Semirings. 94-103 - Se-In Jang, Michael J. A. Girard, Alexandre H. Thiéry:
Explainable Diabetic Retinopathy Classification Based on Neural-Symbolic Learning. 104-114 - Samy Badreddine, Michael Spranger:
Extending Real Logic with Aggregate Functions. 115-125 - Jinyung Hong, Theodore P. Pavlic:
An Insect-Inspired Randomly, Weighted Neural Network with Random Fourier Features For Neuro-Symbolic Relational Learning. 126-142 - Justin D. Brody, Bobby Austin, Omar Khater, Christopher Maxey, Matthew D. Goldberg, Timothy Clausner, Darsana Josyula, Don Perlis:
Using Neural Networks to Control Glut in the Active Logic Machine. 143-153 - Daniel L. Silver, Ahmed Galila:
Learning Arithmetic from Handwritten Images with the Aid of Symbols. 154-164 - Rohan Deshpande, Jerry Chen, Isabelle Lee:
RecT: A Recursive Transformer Architecture for Generalizable Mathematical Reasoning. 165-175 - Harald Strömfelt, Luke Dickens, Artur S. d'Avila Garcez, Alessandra Russo:
Coherent and Consistent Relational Transfer Learning with Auto-encoders. 176-192
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