Principles of Databases

RL2, Publisher: https://github.com/pdm-book/community Link>

AUTHORS

Marcelo Arenas, Pablo Barceló, Leonid Libkin, Wim Martens, Andreas Pieris

ABSTRACT

This is a release of parts 1, 2, and 4 of the upcoming book “Principles of Databases”, which will be about the foundational and mathematical principles of databases in its various forms. The first two parts focus on an overview of the relational model, and on processing some of the most commonly occurring relational queries. Forthcoming parts will focus on additional aspects of the relational model and will cover tree-structured and graph-structured data as well.

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Attention is Turing Complete

RL2, Publisher: Journal of Machine Learning Research, Link> AUTHORS Jorge Pérez, Pablo Barceló, Javier Marinkovic ABSTRACT Alternatives to recurrent neural networks, in particular, architectures bas

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 SHAP-score is a version of the Shapley value that is used to e

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 Bertossi, Mikaël Monet ABSTRACT Scores based on Shapley values ar