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2020 – today
- 2025
[c7]Noel Ngu, Aditya Taparia, Gerardo I. Simari, Mario A. Leiva
, Ransalu Senanayake, Paulo Shakarian, Nathaniel D. Bastian, John Corcoran:
Multiple Distribution Shift - Aerial (MDS-A): A Dataset for Test-Time Error Detection and Model Adaptation. AAAI Spring Symposia 2025: 379-383- [c6]Dyuman Aditya, Colton Payne, Mario A. Leiva, Paulo Shakarian:
Machine Learning Model Integration with Open World Temporal Logic for Process Automation. ICLP 2025: 34-46 - [i9]Noel Ngu, Aditya Taparia, Gerardo I. Simari, Mario A. Leiva, Jack Corcoran, Ransalu Senanayake, Paulo Shakarian, Nathaniel D. Bastian:
Multiple Distribution Shift - Aerial (MDS-A): A Dataset for Test-Time Error Detection and Model Adaptation. CoRR abs/2502.13289 (2025) - [i8]Aditya Taparia, Noel Ngu, Mario A. Leiva, Joshua Shay Kricheli, John Corcoran, Nathaniel D. Bastian, Gerardo I. Simari, Paulo Shakarian, Ransalu Senanayake:
VLC Fusion: Vision-Language Conditioned Sensor Fusion for Robust Object Detection. CoRR abs/2505.12715 (2025) - [i7]Mario A. Leiva, Noel Ngu, Joshua Shay Kricheli, Aditya Taparia, Ransalu Senanayake, Paulo Shakarian, Nathaniel D. Bastian, Jack Corcoran, Gerardo I. Simari:
Consistency-based Abductive Reasoning over Perceptual Errors of Multiple Pre-trained Models in Novel Environments. CoRR abs/2505.19361 (2025) - [i6]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:
A Conceptual Framework for AI Capability Evaluations. CoRR abs/2506.18213 (2025) - [i5]Yijin Yang, Cristina Cornelio, Mario A. Leiva, Paulo Shakarian:
Error Detection and Correction for Interpretable Mathematics in Large Language Models. CoRR abs/2508.03500 (2025) - [i4]María Victoria Carro, Denise Alejandra Mester, Facundo Nieto, Oscar Agustín Stanchi, Guido Ernesto Bergman, Mario A. Leiva, Eitan Sprejer, Luca Nicolás Forziati Gangi, Francisca Gauna Selasco, Juan Gustavo Corvalan, Gerardo I. Simari, Maria Vanina Martinez:
AI Debaters are More Persuasive when Arguing in Alignment with Their Own Beliefs. CoRR abs/2510.13912 (2025) - [i3]María Victoria Carro, Denise Alejandra Mester, Francisca Gauna Selasco, Giovanni Franco Gabriel Marraffini, Mario A. Leiva, Gerardo I. Simari, Maria Vanina Martinez:
Do Large Language Models Show Biases in Causal Learning? Insights from Contingency Judgment. CoRR abs/2510.13985 (2025) - 2024
- [c5]Mario A. Leiva, Fiorella Cravero, Matias Nicolás Selzer:
Machine Learning-driven Immersive Scenarios Classification and Generation for Virtual Reality. CLEI 2024: 1-10 - [i2]María Victoria Carro, Francisca Gauna Selasco, Denise Alejandra Mester, Mario A. Leiva:
Are UFOs Driving Innovation? The Illusion of Causality in Large Language Models. CoRR abs/2410.11684 (2024) - [i1]María Victoria Carro, Francisca Gauna Selasco, Denise Alejandra Mester, Margarita Gonzales, Mario A. Leiva, Maria Vanina Martinez, Gerardo I. Simari:
Do Large Language Models Show Biases in Causal Learning? CoRR abs/2412.10509 (2024) - 2023
- [c4]Mario A. Leiva:
Efficient and Effective Approximate Query Answering in Probabilistic DeLP (Thesis Summary). AI³@AI*IA 2023 - 2022
- [j2]Mario A. Leiva, Alejandro Javier García, Paulo Shakarian, Gerardo I. Simari:
Argumentation-Based Query Answering under Uncertainty with Application to Cybersecurity. Big Data Cogn. Comput. 6(3): 91 (2022) - 2020
- [j1]Mario A. Leiva, Maximiliano Celmo David Budán, Gerardo I. Simari:
Guidelines for the Analysis and Design of Argumentation-Based Recommendation Systems. IEEE Intell. Syst. 35(5): 28-37 (2020) - [c3]Mario A. Leiva, Gerardo I. Simari, Alejandro Garcia:
Towards Effective and Efficient Approximate Query Answering in Probabilistic DeLP (short paper). AI³@AI*IA 2020: 103-109
2010 – 2019
- 2019
- [c2]Mario A. Leiva, Gerardo I. Simari, Guillermo Ricardo Simari, Paulo Shakarian:
Cyber Threat Analysis with Structured Probabilistic Argumentation. AI³@AI*IA 2019: 50-64 - [c1]Mario A. Leiva, Gerardo I. Simari, Sebastian Gottifredi, Alejandro Javier García, Guillermo Ricardo Simari:
DAQAP: Defeasible Argumentation Query Answering Platform. FQAS 2019: 126-138
Coauthor Index
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