Mario A. Leiva

19 papers A* 1B 1C 2Journal 11Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	Consistency-based Abductive Reasoning over Perceptual Errors of Multiple Pre-trained Models in Novel Environments. AAAI Mario A. Leiva, Noel Ngu, Joshua Shay Kricheli, Aditya Taparia, Ransalu Senanayake, Paulo Shakarian, Nathaniel D. Bastian, John Corcoran, Gerardo I. Simari
2025	J	`jnl`	A Conceptual Framework for AI Capability Evaluations. CoRR 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
2025	J	`jnl`	AI Debaters are More Persuasive when Arguing in Alignment with Their Own Beliefs. CoRR 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
2025	J	`jnl`	Consistency-based Abductive Reasoning over Perceptual Errors of Multiple Pre-trained Models in Novel Environments. CoRR Mario A. Leiva, Noel Ngu, Joshua Shay Kricheli, Aditya Taparia, Ransalu Senanayake, Paulo Shakarian, Nathaniel D. Bastian, Jack Corcoran, Gerardo I. Simari
2025	J	`jnl`	Do Large Language Models Show Biases in Causal Learning? Insights from Contingency Judgment. CoRR María Victoria Carro, Denise Alejandra Mester, Francisca Gauna Selasco, Giovanni Franco Gabriel Marraffini, Mario A. Leiva, Gerardo I. Simari, Maria Vanina Martinez
2025	J	`jnl`	Error Detection and Correction for Interpretable Mathematics in Large Language Models. CoRR Yijin Yang, Cristina Cornelio, Mario A. Leiva, Paulo Shakarian
2025	B	`conf`	Machine Learning Model Integration with Open World Temporal Logic for Process Automation. ICLP Dyuman Aditya, Colton Payne, Mario A. Leiva, Paulo Shakarian
2025	—	`conf`	Multiple Distribution Shift - Aerial (MDS-A): A Dataset for Test-Time Error Detection and Model Adaptation. AAAI Spring Symposia Noel Ngu, Aditya Taparia, Gerardo I. Simari, Mario A. Leiva, Ransalu Senanayake, Paulo Shakarian, Nathaniel D. Bastian, John Corcoran
2025	J	`jnl`	Multiple Distribution Shift - Aerial (MDS-A): A Dataset for Test-Time Error Detection and Model Adaptation. CoRR Noel Ngu, Aditya Taparia, Gerardo I. Simari, Mario A. Leiva, Jack Corcoran, Ransalu Senanayake, Paulo Shakarian, Nathaniel D. Bastian
2025	J	`jnl`	VLC Fusion: Vision-Language Conditioned Sensor Fusion for Robust Object Detection. CoRR Aditya Taparia, Noel Ngu, Mario A. Leiva, Joshua Shay Kricheli, John Corcoran, Nathaniel D. Bastian, Gerardo I. Simari, Paulo Shakarian, Ransalu Senanayake
2024	J	`jnl`	Are UFOs Driving Innovation? The Illusion of Causality in Large Language Models. CoRR María Victoria Carro, Francisca Gauna Selasco, Denise Alejandra Mester, Mario A. Leiva
2024	J	`jnl`	Do Large Language Models Show Biases in Causal Learning? CoRR María Victoria Carro, Francisca Gauna Selasco, Denise Alejandra Mester, Margarita Gonzales, Mario A. Leiva, Maria Vanina Martinez, Gerardo I. Simari
2024	C	`conf`	Machine Learning-driven Immersive Scenarios Classification and Generation for Virtual Reality. CLEI Mario A. Leiva, Fiorella Cravero, Matias Nicolás Selzer
2023	—	`conf`	Efficient and Effective Approximate Query Answering in Probabilistic DeLP (Thesis Summary). AI³@AI*IA Mario A. Leiva
2022	J	`jnl`	Argumentation-Based Query Answering under Uncertainty with Application to Cybersecurity. Big Data Cogn. Comput. Mario A. Leiva, Alejandro Javier García, Paulo Shakarian, Gerardo I. Simari
2020	J	`jnl`	Guidelines for the Analysis and Design of Argumentation-Based Recommendation Systems. IEEE Intell. Syst. Mario A. Leiva, Maximiliano Celmo David Budán, Gerardo I. Simari
2020	—	`conf`	Towards Effective and Efficient Approximate Query Answering in Probabilistic DeLP (short paper). AI³@AI*IA Mario A. Leiva, Gerardo I. Simari, Alejandro Garcia
2019	—	`conf`	Cyber Threat Analysis with Structured Probabilistic Argumentation. AI³@AI*IA Mario A. Leiva, Gerardo I. Simari, Guillermo Ricardo Simari, Paulo Shakarian
2019	C	`conf`	DAQAP: Defeasible Argumentation Query Answering Platform. FQAS Mario A. Leiva, Gerardo I. Simari, Sebastian Gottifredi, Alejandro Javier García, Guillermo Ricardo Simari