Esteban Marquer

According to our database, Esteban Marquer authored at least 14 papers between 2020 and 2024.

Collaborative distances:

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

2024

Reasoning over Data: Analogy-based and Transfer Learning to improve Machine Learning. (Raisonnement sur les données: Apprentissage par analogie et transfert pour améliorer l'apprentissage automatique).

Esteban Marquer

PhD thesis, 2024

2023

Solving morphological analogies: from retrieval to generation.

Esteban Marquer, Miguel Couceiro

CoRR, 2023

Some Perspectives on Similarity Learning for Case-Based Reasoning and Analogical Transfer.

Fadi Badra, Marie-Jeanne Lesot, Esteban Marquer, Miguel Couceiro

Proceedings of the Workshop on the Interactions between Analogical Reasoning and Machine Learning co-located with International Joint Conference on Artificial Intelligence (IJCAI 2023), 2023

Less is Better: An Energy-Based Approach to Case Base Competence.

Esteban Marquer, Fadi Badra, Marie-Jeanne Lesot, Miguel Couceiro, David Leake

Proceedings of the Workshops at the 31st International Conference on Case-Based Reasoning (ICCBR-WS 2023) co-located with the 31st International Conference on Case-Based Reasoning (ICCBR 2023), 2023

2022

An Analogy based Approach for Solving Target Sense Verification.

Georgios Zervakis, Emmanuel Vincent, Miguel Couceiro, Marc Schoenauer, Esteban Marquer

Proceedings of the 2022 6th International Conference on Natural Language Processing and Information Retrieval, 2022

Solving Morphological Analogies Through Generation.

Kevin Chan, Shane P. Kaszefski-Yaschuk, Camille Saran, Esteban Marquer, Miguel Couceiro

Proceedings of the Workshop on the Interactions between Analogical Reasoning and Machine Learning (International Joint Conference on Artificial Intelligence, 2022

Transgerring Learned Models of Morphological Analogy.

Esteban Marquer, Pierre-Alexandre Murena, Miguel Couceiro

Proceedings of the Workshop Proceedings of the 30th International Conferece on Case-Based Reasoning co-located with the 30th International Conference on Case-Based Reasoning (ICCBR 2022), 2022

A Deep Learning Approach to Solving Morphological Analogies.

Esteban Marquer, Safa Alsaidi, Amandine Decker, Pierre-Alexandre Murena, Miguel Couceiro

Proceedings of the Case-Based Reasoning Research and Development, 2022

An analogy based framework for patient-stay identification in healthcare.

Safa Alsaidi, Miguel Couceiro, Esteban Marquer, Sophie Quennelle, Anita Burgun, Nicolas Garcelon, Adrien Coulet

Proceedings of the Workshop Proceedings of the 30th International Conferece on Case-Based Reasoning co-located with the 30th International Conference on Case-Based Reasoning (ICCBR 2022), 2022

2021

Tackling Morphological Analogies Using Deep Learning - Extended Version.

Safa Alsaidi, Amandine Decker, Esteban Marquer, Pierre-Alexandre Murena, Miguel Couceiro

CoRR, 2021

On the Transferability of Neural Models of Morphological Analogies.

Safa Alsaidi, Amandine Decker, Puthineath Lay, Esteban Marquer, Pierre-Alexandre Murena, Miguel Couceiro

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2021

A Neural Approach for Detecting Morphological Analogies.

Safa Alsaidi, Amandine Decker, Puthineath Lay, Esteban Marquer, Pierre-Alexandre Murena, Miguel Couceiro

Proceedings of the 8th IEEE International Conference on Data Science and Advanced Analytics, 2021

2020

Exploring the Combination of Contextual Word Embeddings and Knowledge Graph Embeddings.

Lea Dieudonat, Kelvin Han, Phyllicia Leavitt, Esteban Marquer

CoRR, 2020

Embedding Formal Contexts Using Unordered Composition.

Esteban Marquer, Ajinkya Kulkarni, Miguel Couceiro

Proceedings of the 8th International Workshop "What can FCA do for Artificial Intelligence?" (FCA4AI 2020) co-located with 24th European Conference on Artificial Intelligence (ECAI 2020), 2020