Model Interpretability through the Lens of Computational Complexity
Pablo Barceló, Mikael Monet, Jorge Pérez, Bernardo Subercaseaux
NeurIPS 2020
The Logical Expressiveness of Graph Neural Networks
Pablo Barceló, Egor V. Kostylev, Mikael Monet, Jorge Pérez, Juan Reutter and Juan-Pablo Silva
ICLR 2020 (talk, slides, poster)
WEFE: The Word Embeddings Fairness Evaluation Framework
Pablo Badilla, Felipe Bravo-Marquez, Jorge Pérez
IJCAI 2020
Spanish Pre-Trained BERT Model and Evaluation Data
Jose Cañete, Gabriel Chaperon, Rodrigo Fuentes, Jou-Hui Ho, Hojin Kang and Jorge Pérez
PML4DC @ ICLR 2020 (talk, slides, code)
Predicting Unplanned Readmissions with Highly Unstructured Data
Constanza Fierro, Jorge Pérez, and Javier Mora
AI4AH @ ICLR 2020
On the Turing Completeness of Modern Neural Network Architectures
Jorge Pérez, Javier Marinković and Pablo Barceló
ICLR 2019 (poster)
Expressiveness of Matrix and Tensor Query Languages in terms of ML Operators
Pablo Barceló, Nelson Higuera, Jorge Pérez, Bernardo Subercaseaux
DEEM @ SIGMOD 2019 (slides)
Hate Speech Detection is Not as Easy as You May Think: A Closer Look at Model Validation
Aymé Arango, Jorge Pérez, Barbara Poblete
SIGIR 2019 (slides)
Semantics and Complexity of GraphQL
Olaf Hartig and Jorge Pérez
WWW 2018 (slides)
A Model of Distributed Query Computation in Client-Server
Scenarios on the Semantic Web
Olaf Hartig, Ian Letter and Jorge Pérez
IJCAI 2018
200K+ Crowdsourced Political Arguments for a New Chilean Constitution
Constanza Fierro, Claudio Fuentes-Bravo, Jorge Pérez and Mauricio Quezada
ArgMining @ EMNLP 2017 (slides)
A Formal Framework for Comparing Linked Data Fragments
Olaf Hartig, Ian Letter and Jorge Pérez
Best Paper Award ISWC 2017 (slides)
Counting beyond a Yottabyte, or how SPARQL 1.1
Property Paths will prevent adoption of the standard
Marcelo Arenas, Sebastián Conca and Jorge Pérez
Best Paper Award WWW 2012 (slides)
Data Exchange beyond Complete Data
Marcelo Arenas, Jorge Pérez, and Juan L. Reutter
Best Paper Award PODS 2011 (slides)
Semantics and Complexity of SPARQL
Jorge Pérez,
Marcelo Arenas, and
Claudio Gutierrez
Best Paper Award ISWC 2006 (slides)