Attention is Turing Complete
RL2, Publisher: Journal of Machine Learning Research, Link> AUTHORS Jorge Pérez, Pablo Barceló, Javier Marinkovic ABSTRACT Alternatives ...
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- 10 jun
- 2 min.
On the Complexity of SHAP-Score-Based Explanations: Tractability via Knowledge Compilation and Non-A
RL2, Publisher: arXiv, Link> AUTHORS Marcelo Arenas, Pablo Barceló, Leopoldo Bertossi, Mikaël Monet ABSTRACT In Machine Learning, the...
12 visualizaciones0 comentarios
- 10 jun
- 1 min.
Principles of Databases
RL2, Publisher: https://github.com/pdm-book/community Link> AUTHORS Marcelo Arenas, Pablo Barceló, Leonid Libkin, Wim Martens, Andreas...
23 visualizaciones0 comentarios
- 10 jun
- 1 min.
The Tractability of SHAP-Score-Based Explanations for Classification over Deterministic and Decompos
RL2, Publisher: Proceedings of the AAAI Conference on Artificial Intelligence, Link> AUTHORS Marcelo Arenas, Pablo Barceló, Leopoldo...
3 visualizaciones0 comentarios
- 10 jun
- 1 min.
Regularizing conjunctive features for classification
RL2, Publisher: Journal of Computer and System Sciences, Link> AUTHORS Pablo Barceló, Alexander Baumgartner, Victor Dalmau, Benny...
2 visualizaciones0 comentarios
- 10 jun
- 1 min.
The Complexity of Counting Problems Over Incomplete Databases
RL2, Publisher: ACM Transactions on Computational Logic (TOCL), Link> AUTHORS Marcelo Arenas, Pablo Barceló, Mikaël Monet ABSTRACT We...
1 visualización0 comentarios
- 10 jun
- 1 min.
Graph Neural Networks with Local Graph Parameters
RL2, Publisher: Advances in Neural Information Processing Systems, Link> AUTHORS Pablo Barceló, Floris Geerts, Juan Reutter, Maksimilian...
6 visualizaciones0 comentarios
- 10 jun
- 1 min.
Foundations of Symbolic Languages for Model Interpretability
RL2, Publisher: Advances in Neural Information Processing Systems, Link> AUTHORS Marcelo Arenas, Daniel Baez, Pablo Barceló, Jorge Pérez,...
7 visualizaciones0 comentarios
- 10 jun
- 1 min.
Screening of COVID-19 cases through a Bayesian network symptoms model and psychophysical olfactory t
RL2, Publisher: Iscience, Link> AUTHORS Susana Eyheramendy, Pedro A Saa, Eduardo A Undurraga, Carlos Valencia, Carolina López, Luis...
6 visualizaciones0 comentarios
- 3 jun
- 1 min.
Virtual data integration
RL2, Publisher: Carleton University School of Computer Science Ottawa, Link> AUTHOR Leopoldo Bertossi ABSTRACT Virtual Data Integration...
2 visualizaciones0 comentarios
- 3 jun
- 1 min.
Inconsistency Tolerance (Dagstuhl Seminar 03241)
RL2, Publisher: Schloss Dagstuhl-Leibniz-Zentrum für Informatik, Link> AUTHORS Leopoldo Bertossi, Philippe Besnard, Anthony Hunter,...
2 visualizaciones0 comentarios
- 3 jun
- 1 min.
Semantics in Databases (Dagstuhl Seminar 01021)
RL2, Publisher: Schloss Dagstuhl-Leibniz-Zentrum für Informatik, Link> AUTHORS Leopoldo Bertossi, Gyula OH Katona, Klaus-Dieter Schewe,...
1 visualización0 comentarios
- 3 jun
- 1 min.
Specifying and computing causes for query answers in databases via database repairs and repair-progr
RL2, Publisher: Knowledge and Information Systems, Link> AUTHOR Leopoldo Bertossi ABSTRACT There is a recently established...
1 visualización0 comentarios
- 3 jun
- 2 min.
On the Complexity of SHAP-Score-Based Explanations: Tractability via Knowledge Compilation and Non-A
RL2, Publisher: arXiv, Link> AUTHORS Marcelo Arenas, Pablo Barceló, Leopoldo Bertossi, Mikaël Monet ABSTRACT In Machine Learning, the...
0 visualizaciones0 comentarios
- 3 jun
- 1 min.
The Tractability of SHAP-Score-Based Explanations for Classification over Deterministic and Decompos
RL2, Publisher: Proceedings of the AAAI Conference on Artificial Intelligence, Link> AUTHORS Marcelo Arenas, Pablo Barceló, Leopoldo...
1 visualización0 comentarios
- 3 jun
- 1 min.
Query Games in Databases
RL2, Publisher: ACM SIGMOD Record, Link> AUTHORS Ester Livshits, Leopoldo Bertossi, Benny Kimelfeld, Moshe Sebag ABSTRACT Database ...
2 visualizaciones0 comentarios
- 3 jun
- 1 min.
Score-Based Explanations in Data Management and Machine Learning: An Answer-Set Programming Approach
RL2, Publisher: arXiv, Link> AUTHOR Leopoldo Bertossi ABSTRACT We describe some recent approaches to score-based explanations for query...
1 visualización0 comentarios
- 3 jun
- 1 min.
Answer-Set Programs for Reasoning about Counterfactual Interventions and Responsibility Scores for C
RL2, Publisher: arXiv, Link> AUTHORS Leopoldo Bertossi, Gabriela Reyes ABSTRACT We describe how answer-set programs can be used to...
2 visualizaciones0 comentarios
- 3 jun
- 1 min.
Extending Sticky-Datalog+/- via Finite-Position Selection Functions: Tractability, Algorithms, and O
RL2, Publisher: arXiv, Link> AUTHORS Leopoldo Bertossi, Mostafa Milani ABSTRACT Weakly-Sticky(WS) Datalog+/- is an expressive member of...
1 visualización0 comentarios
- 3 jun
- 1 min.
Second-Order Specifications and Quantifier Elimination for Consistent Query Answering in Databases
RL2, Publisher: arXiv, Link> AUTHOR Leopoldo Bertossi ABSTRACT Consistent answers to a query from a possibly inconsistent database...
1 visualización0 comentarios