1. Research
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Publications

Conference

Sánchez Pérez, Alberto; Boukhary, Alaa; Papotti, Paolo; Castejón Lozano, Luis; Elwood, Adam

An LLM-based approach for insight generation in data analysis

NAACL 2025, Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics, April 29-May 4, 2025, Albuquerque, New Mexico
Detail
ARXIV
BIBTEX

Conference

Wang, Chao; Franzese, Giulio; Finamore, Alessandro; Michiardi, Pietro

RFMI: Estimating mutual information on rectified flow for text-to-image alignment

ICLR 2025, DeLTa Workshop on Deep Generative Models: Theory, Principle, and Efficacy, 28 April 2025, Singapore, Singapore
Detail
Document
BIBTEX

Conference

Wang, Chao; Franzese, Giulio; Finamore, Alessandro; Gallo, Massimo; Michiardi, Pietro

Information theoretic text-to-image alignment

ICLR 2025, 13th International Conference on Learning Representations, 24-28 April 2025, Singapore, Singapore
Detail
ARXIV
BIBTEX

Thesis

Chaptoukaev, Hava

AI for e-health : robust Artificial Intelligence for the analysis of wearable medical devices data

Thesis
Detail
BIBTEX

Thesis

Peskine, Youri

Using knowledge graph to detect and explain misinformation spread on the web

Thesis
Detail
BIBTEX

Talk

Milios, Dimitrios

Recipes for Bayesian deep learning

Seminar "Recipes for Bayesian Deep Learning", 24 March 2025, Athens, Greece
Detail
BIBTEX

Conference

Septiers, Valentin; Zuluaga, Maria A.; Sosa-Marrero, Carlos; Briens, Aurélien; Le Bozec, Léo; Barateau, Anaïs; Saint-Jalmes, Hervé; de Crevoisier, Renaud; Acosta, Oscar

Cartographies d’hypoxie à partir de l’IRM pour différencier les récidives après radiothérapie du cancer de la prostate

7ème Congrès de la Société Française de Résonance Magnétique en Biologie et Médecine, 24-26 March 2025, Saint-Malo, France
Detail
BIBTEX

Book

Lisena, Pasquale; Ehrhart, Thibault; Troncy, Raphaël

How to embed large but incomplete knowledge graphs in the culture heritage sector: Lessons learned from Odeuropa

Book chapter In "Frontiers in Artificial Intelligence and Applications: Handbook on Neurosymbolic AI and Knowledge Graphs", Volume 400, March 2025

Detail
Document
DOI
BIBTEX

Poster / Demo

Guzzi, Lisa; Zuluaga, Maria A.; Lareyre, Fabien; Di Lorenzo, Gilles; Goffart, Sébastien; Chierici, Andrea; Raffort-Lareyre, Juliette

Des filtres morphologiques dérivables pour la segmentation d’images médicales

IABM 2025, Colloque Français d'Intelligence Artificielle en Imagerie Biomédicale, 17-18 March, Nice, France
Detail
BIBTEX

Talk

Zuluaga, Maria A

The multiple ways to AI’s trustworthiness: on robustness, uncertainty, quality control, and explainability

Invited talk at INSA, 12 March 2025, Lyon, France
Detail
BIBTEX

Journal

Bounoua, Mustapha; Franzese, Giulio; Michiardi, Pietro

Learning to match unpaired data with minimum entropy coupling

Submitted to ArXiV, 11 March 2025
Detail
ARXIV
BIBTEX

Conference

Corallo, Giulio; Weller, Orion; Petroni, Fabio; Papotti, Paolo

Beyond RAG: Task-aware KV cache compression for comprehensive knowledge reasoning

Submitted to ArXiV, 6 March 2025
Detail
ARXIV
BIBTEX

Talk

Motonobu, Kanagawa

Comparing scale parameter estimators for Gaussian process regression: Cross validation and maximum likelihood

FIMI 2025, Workshop on Functional Inference and Machine Intelligence, 1-2 March 2025, Okinawa, Japan
Detail
BIBTEX

Conference

Foresti, Alberto; Franzese, Giulio; Michiardi, Pietro

Info-SEDD: continuous time markov chains as scalable information metrics estimators

Submitted to ArXiV, 27 February 2025
Detail
ARXIV
BIBTEX

Poster / Demo

Papicchio, Simone; Cagliero, Luca; Papotti, Paolo

Evaluating ambiguous questions in Text2SQL

ELLIS workshop on Representation Learning and Generative Models for Structured Data,
27 February 2025, Amsterdam, The Netherlands
Detail
Document
BIBTEX

Talk

Papotti, Paolo

SQL and large language models: A marriage made in heaven?

ELLIS workshop on Representation Learning and Generative Models for Structured Data, 27 February 2025, Amsterdam, The Netherlands
Detail
BIBTEX

Talk

Chaptoukaev, Hava; Zuluaga, Maria A.

Acquiring, curating and releasing a multi-modal dataset for stress detection: Ambitions, achievements, mistakes, and lessons learned

Webinar - Datasets through the Looking Glass, 24 February 2025, Copenhagen, Danemark
Detail
BIBTEX

Conference

Benechehab, Abdelhakim; Feofanov, Vasilii; Paolo, Giuseppe; Thomas, Albert; Filippone, Maurizio; Kégl, Balázs

AdaPTS: Adapting univariate foundation models to probabilistic multivariate time series forecasting

Submitted to ArXiV, 14 February 2025
Detail
ARXIV
BIBTEX

Poster / Demo

Marcianó, Vincenzo

AI in healthcare: Can we trust AI for healthcare?

WAICF 2025, World AI Cannes Festival, 13-14 February 2025, Cannes, France
Detail
BIBTEX

Report

Tailhardat, Lionel; Chabot, Yoan; Troncy, Raphaël

Anomaly detection using knowledge graphs: A survey for network management and cybersecurity application

Submitted to Hal, 2 February 2025
Detail
HAL
BIBTEX