Mario A. Leiva

According to our database, Mario A. Leiva authored at least 16 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Error Detection and Correction for Interpretable Mathematics in Large Language Models.

Yijin Yang, Cristina Cornelio, Mario A. Leiva, Paulo Shakarian

CoRR, August, 2025

A Conceptual Framework for AI Capability Evaluations.

María Victoria Carro, Denise Alejandra Mester, Francisca Gauna Selasco, Luca Nicolás Forziati Gangi, Matheo Sandleris Musa, Lola Ramos Pereyra, Mario A. Leiva, Juan Gustavo Corvalan, Maria Vanina Martinez, Gerardo I. Simari

CoRR, June, 2025

Machine Learning Model Integration with Open World Temporal Logic for Process Automation.

Dyuman Aditya, Colton Payne, Mario A. Leiva, Paulo Shakarian

CoRR, June, 2025

Consistency-based Abductive Reasoning over Perceptual Errors of Multiple Pre-trained Models in Novel Environments.

Mario A. Leiva, Noel Ngu, Joshua Shay Kricheli, Aditya Taparia, Ransalu Senanayake, Paulo Shakarian, Nathaniel D. Bastian, Jack Corcoran, Gerardo I. Simari

CoRR, May, 2025

VLC Fusion: Vision-Language Conditioned Sensor Fusion for Robust Object Detection.

Aditya Taparia, Noel Ngu, Mario A. Leiva, Joshua Shay Kricheli, John Corcoran, Nathaniel D. Bastian, Gerardo I. Simari, Paulo Shakarian, Ransalu Senanayake

CoRR, May, 2025

Multiple Distribution Shift - Aerial (MDS-A): A Dataset for Test-Time Error Detection and Model Adaptation.

Noel Ngu, Aditya Taparia, Gerardo I. Simari, Mario A. Leiva, Jack Corcoran, Ransalu Senanayake, Paulo Shakarian, Nathaniel D. Bastian

CoRR, February, 2025

Multiple Distribution Shift - Aerial (MDS-A): A Dataset for Test-Time Error Detection and Model Adaptation.

Noel Ngu, Aditya Taparia, Gerardo I. Simari, Mario A. Leiva, Ransalu Senanayake, Paulo Shakarian, Nathaniel D. Bastian, John Corcoran

Proceedings of the 2025 AAAI Spring Symposium Series, 2025

2024

Do Large Language Models Show Biases in Causal Learning?

María Victoria Carro, Francisca Gauna Selasco, Denise Alejandra Mester, Margarita Gonzales, Mario A. Leiva, Maria Vanina Martinez, Gerardo I. Simari

CoRR, 2024

Are UFOs Driving Innovation? The Illusion of Causality in Large Language Models.

María Victoria Carro, Francisca Gauna Selasco, Denise Alejandra Mester, Mario A. Leiva

CoRR, 2024

Machine Learning-driven Immersive Scenarios Classification and Generation for Virtual Reality.

Mario A. Leiva, Fiorella Cravero, Matias Nicolás Selzer

Proceedings of the L Latin American Computer Conference, 2024

2023

Efficient and Effective Approximate Query Answering in Probabilistic DeLP (Thesis Summary).

Mario A. Leiva

Proceedings of the 7th Workshop on Advances in Argumentation in Artificial Intelligence (AI^3 2023) co-located with the 22nd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2023), 2023

2022

Argumentation-Based Query Answering under Uncertainty with Application to Cybersecurity.

Mario A. Leiva, Alejandro Javier García, Paulo Shakarian, Gerardo I. Simari

Big Data Cogn. Comput., 2022

2020

Guidelines for the Analysis and Design of Argumentation-Based Recommendation Systems.

Mario A. Leiva, Maximiliano Celmo David Budán, Gerardo I. Simari

IEEE Intell. Syst., 2020

Towards Effective and Efficient Approximate Query Answering in Probabilistic DeLP (short paper).

Mario A. Leiva, Gerardo I. Simari, Alejandro Garcia

Proceedings of the Workshop on Advances In Argumentation In Artificial Intelligence 2020 co-located with the 19th International Conference of the Italian Association for Artificial Intelligence (AIxIA 2020), 2020

2019

DAQAP: Defeasible Argumentation Query Answering Platform.

Mario A. Leiva, Gerardo I. Simari, Sebastian Gottifredi, Alejandro Javier García, Guillermo Ricardo Simari

Proceedings of the Flexible Query Answering Systems - 13th International Conference, 2019

Cyber Threat Analysis with Structured Probabilistic Argumentation.

Mario A. Leiva, Gerardo I. Simari, Guillermo Ricardo Simari, Paulo Shakarian

Proceedings of the 3rd Workshop on Advances In Argumentation In Artificial Intelligence co-located with the 18th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2019), 2019