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20172023
most citedModel Interpretability through the Lens of Computational Complexity

38 citations · 67 across the 16 of their papers we have counts for

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Showing 2021Show all

8 papers · 1 filter

cs.PL2021

Types and Terms Translated: Unrestricted Resources in Encoding Functions as Processes (Extended Version)

Joseph W. N. Paulus, Daniele Nantes-Sobrinho, Jorge A. Pérez

Type-preserving translations are effective rigorous tools in the study of core programming calculi. In this paper, we develop a new typed translation that connects sequential and c…

cs.AI2021★ 5 cited

Foundations of Symbolic Languages for Model Interpretability

Marcelo Arenas, Daniel Baez, Pablo Barceló +2

Several queries and scores have recently been proposed to explain individual predictions over ML models. Given the need for flexible, reliable, and easy-to-apply interpretability m…

cs.LO2021★ 2 cited

Asynchronous Session-Based Concurrency: Deadlock-freedom in Cyclic Process Networks

Bas van den Heuvel, Jorge A. Pérez

We tackle the challenge of ensuring the deadlock-freedom property for message-passing processes that communicate asynchronously in cyclic process networks. Our contributions are tw…

cs.LO2021★ 4 cited

Deadlock Freedom for Asynchronous and Cyclic Process Networks

Bas van den Heuvel, Jorge A. Pérez

This paper considers the challenging problem of establishing deadlock freedom for message-passing processes using behavioral type systems. In particular, we consider the case of pr…

cs.PL2021★ 1 cited

Minimal Session Types for the -calculus (Extended Version)

Alen Arslanagic, Jorge A. Pérez, Anda-Amelia Palamariuc

Session types are a discipline for the static verification of message-passing programs. A session type specifies a channel's protocol as sequences of exchanges. It is most relevant…

cs.CL2021★ 1 cited

Cross-lingual hate speech detection based on multilingual domain-specific word embeddings

Aymé Arango, Jorge Pérez, Barbara Poblete

Automatic hate speech detection in online social networks is an important open problem in Natural Language Processing (NLP). Hate speech is a multidimensional issue, strongly depen…

cs.CV2021

A Comprehensive Review of the Video-to-Text Problem

Jesus Perez-Martin, Benjamin Bustos, Silvio Jamil F. Guimarães +3

Research in the Vision and Language area encompasses challenging topics that seek to connect visual and textual information. When the visual information is related to videos, this…

cs.PL2021

A Decentralized Analysis of Multiparty Protocols

Bas van den Heuvel, Jorge A. Pérez

Protocols provide the unifying glue in concurrent and distributed software today; verifying that message-passing programs conform to such governing protocols is important but diffi…