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A Roadmap for AI in Latin America

 Nayat Sanchez-Pi , Luis Martí , Ana Cristina Bicharra Garcia , Ricardo Baeza Yates , Marley Vellasco , et al.
Side event AI in Latin America of the Global Partnership for AI (GPAI) Paris Summit, GPAI Paris Center of Expertise, Nov 2021, Paris, France
Communication dans un congrès hal-03526055v1

Evolutionary multi-objective physics-informed neural networks: The MOPINNs approach

 Hugo Carrillo , Taco de Wolff , Luis Martí , Nayat Sanchez-Pi
AI Communications, 2023, pp.1-13. ⟨10.3233/aic-230073⟩
Article dans une revue hal-04395847v1
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Assessing Physics Informed Neural Networks in Ocean Modelling and Climate Change Applications

 Taco de Wolff , Hugo Carrillo , Luis Martí , Nayat Sanchez-Pi
AI: Modeling Oceans and Climate Change Workshop at ICLR 2021, May 2021, Santiago (Virtual), Chile
Communication dans un congrès hal-03262684v1
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Enhancing Writing Skills of Chilean Adolescents: Assisted Story Creation with LLMs

 Hernan Lira , Luis Martí , Nayat Sanchez-Pi
NeurIPS'23 Workshop Generative AI for Education (GAIED), Paul Denny; Sumit Gulwani; Neil T. Heffernan; Tanja Käser; Steven Moore; Anna N. Rafferty; Adish Singla, Dec 2023, New Orelans, United States
Communication dans un congrès hal-04395801v1
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Anomaly Detection with the Voronoi Diagram Evolutionary Algorithm

 Luis Martí , Arsene Fansi-Tchango , Laurent Navarro , Marc Schoenauer
Parallel Problem Solving from Nature – PPSN XIV, Sep 2016, Edinburgh, United Kingdom. pp.697-706, ⟨10.1007/978-3-319-45823-6_65⟩
Communication dans un congrès hal-01387621v1
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Progressively Adding Objectives: A Case Study in Anomaly Detection

 Luis Martí , Arsene Fansi-Tchango , Laurent Navarro , Marc Schoenauer
Genetic and Evolutionary Computation Conference (GECCO 2017), Jul 2017, Berlin, Germany. ⟨10.1145/3071178.3071333⟩
Communication dans un congrès hal-01525611v1

GCOOD: A Generic Coupled Out-of-Distribution Detector for Robust Classification

 Rogério Ferreira de Moraes , Raphael dos S. Evangelista , Leandro Fernandes , Luis Martí
2021 34th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), Oct 2021, Gramado, Rio Grande do Sul, Brazil. pp.169-174, ⟨10.1109/SIBGRAPI54419.2021.00062⟩
Communication dans un congrès hal-04396403v1
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Towards Optimally Weighted Physics-Informed Neural Networks in Ocean Modelling

 Taco de Wolff , Hugo Carrillo , Luis Martí , Nayat Sanchez-Pi
2021
Pré-publication, Document de travail hal-03260357v1
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Artificial Intelligence, Machine Learning and Modeling for Understanding the Oceans and Climate Change

 Nayat Sanchez-Pi , Luis Marti , André Abreu , Olivier Bernard , Colomban de Vargas , et al.
NeurIPS 2020 Workshop - Tackling Climate Change with Machine Learning, Dec 2020, Santiago / Virtual, Chile
Communication dans un congrès hal-03138712v1
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Searching for changing-state AGNs in massive datasets -- I: applying deep learning and anomaly detection techniques to find AGNs with anomalous variability behaviours

 P. Sánchez-Sáez , Hernan Lira , Luis Martí , Nayat Sanchez-Pi , J. Arredondo , et al.
The Astronomical Journal, 2021, 162 (5), ⟨10.3847/1538-3881/ac1426⟩
Article dans une revue hal-03294849v1

Heuristics to reduce linear combinations of activation functions to improve image classification

 Rogério Ferreira de Moraes , Raphael dos S. Evangelista , Andre Luiz da S. Pereira , Yanexis Pupo Toledo , Leandro Fernandes , et al.
2023 36th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), Nov 2023, Rio Grande, Brazil. pp.169-174, ⟨10.1109/SIBGRAPI59091.2023.10347043⟩
Communication dans un congrès hal-04396390v1
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Frost forecasting model using graph neural networks with spatio-temporal attention

 Hernan Lira , Luis Martí , Nayat Sanchez-Pi
AI: Modeling Oceans and Climate Change Workshop at ICLR 2021, Nayat Sanchez-Pi; Luis Martí, May 2021, Santiago, Chile
Communication dans un congrès hal-03259658v1

Predicting Item Response Theory Parameters Using Question Statements Texts

 Wemerson Marinho , Esteban Walter Clua , Luis Martí , Karla Marinho
LAK 2023: 13th International Learning Analytics and Knowledge Conference, Mar 2023, Arlington TX USA, United States. pp.1-10, ⟨10.1145/3576050.3576139⟩
Communication dans un congrès hal-04412382v1
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A Graph Neural Network with Spatio-temporal Attention for Multi-sources Time Series Data: An application to Frost Forecast

 Hernan Lira , Luis Martí , Nayat Sanchez-Pi
Sensors, 2022, 22 (4), pp.1486. ⟨10.3390/s22041486⟩
Article dans une revue hal-03541565v2
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VorAIS: A Multi-Objective Voronoi Diagram-based Artificial Immune System

 Luis Marti , Arsene Fansi-Tchango , Laurent Navarro , Marc Schoenauer
T. Friedrich and F. Neumann. Genetic and Evolutionary Computation Conference, GECCO 2016, Jul 2016, Denver, United States. pp.11 - 12, 2016, Poster at GECCO 2016 (Companion). ⟨10.1145/2908961.2909027⟩
Poster de conférence hal-01400263v1
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Reinforcement-learning robotic sailboats: simulator and preliminary results

 Eduardo Charles Vasconcellos , Ronald M Sampaio , André P D Araújo , Esteban Walter Gonzales Clua , Philippe Preux , et al.
NeurIPS 2023 Workshop on Robot Learning Workshop: Pretraining, Fine-Tuning, and Generalization with Large Scale Models, Dec 2023, New Orelans, United States
Communication dans un congrès hal-04395990v1
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OcéanIA: AI, Data, and Models for Understanding the Ocean and Climate Change

 Nayat Sanchez-Pi , Luis Marti , Julien Salomon , Jacques Sainte-Marie , Olivier Bernard , et al.
pp.1-64, 2021
Ouvrages hal-03274323v2
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