1. Research
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Publications

Talk

Franzese, Giulio

On the interplay between mutual information and diffusion processes

Workshop on Geometry in Data: Statistical Inference and Methodology, 16-18 June 2025, Nantes, France

Detail
BIBTEX

Poster / Demo

Wang, Ruiwen; Li, Chong; Tachon, Thibaut; Appuswamy, Raja

SCOPE-Symbolic computation-memory optimization for pipeline efficiency in ultra-scale DNN training

DP2E-AI 2025, 1st International Workshop on Distributed and Parallel Programming for Extreme-scale AI, 16-17 June 2025, Paris, France
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Document
HAL
BIBTEX

Journal

Rosso, Mattia; Rossi, Simone; Franzese, Giulio; Heinonen, Markus; Filippone, Maurizio

Scaling laws for uncertainty in deep learning

Submitted to ArXiV, 11 June 2025
Detail
ARXIV
BIBTEX

Talk

Troncy, Raphaël

Building knowledge graphs for 20 years: Should we keep doing this?

ESWC 2025, Invited Keynote, Extended Semantic Web Conference, 1-5 June 2025, Portoroz, Slovenia
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Document
BIBTEX

Conference

Pic, Xavier; Appuswamy, Raja

Hierarchical encoding of JPEG2000-compressed images for DNA data storage

DBDS 2025, New Trends in DNA-Based Data Storage Conference, 3-6 June 2025, Prague, Czech Republic
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Talk

Appuswamy, Raja

Motif-based approaches for scaling read/write cost in DNA storage

DBDS 2025, Invited Talk in New Trends in DNA-Based Data Storage Conference, 3-6 June 2025, Prague, Czech Republic
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Conference

Curry, Edward; Acosta, Maribel; Poveda-Villalon, Maria; van Erp, Marieke; Ojo, Adegboyega; Hose, katja

Editors of the Conference Proceedings, 22nd European Semantic Web Conference, ESWC 2025

ESWC 2025, 22nd European Semantic Web Conference, 1-5 June 2025, Portoroz, Slovenia, Part I & II of the book series: Lecture Notes in Computer Science (LNCS, volume 15718)
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Non peer reviewed journal or magazine

Papotti, Paolo

EURECOM: Teaching AI without disconnecting critical thinking

Edhec Vox, June 2025, N°16
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Document
BIBTEX

Talk

Zuluaga, Maria A.

Advancing healthcare research and clinical practice through trustworthy AI

Invited talk in Seminar at CiTUS (Centro Singular de Investigación en Tecnoloxías Intelixentes) at Universidad de Santiago de Compostela, 28 May 2025, Santiago de Compostela, Spain
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Talk

Lisena, Pasquale

Unlocking narratives: The role of knowledge graphs and AI in story understanding

MOMI 2025, Invited talk in "Le Monde des Mathématiques Industrielles", 9ème édition, 26-27 May 2025, Sophia Antipolis, France
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Document
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Journal

Satriani, Dario; Veltri, Enzo; Santoro, Donatello; Papotti, Paolo

RelationalFactQA: A benchmark for evaluating tabular fact retrieval from large language models

Submitted to ArXiV, 3 June 2025
Detail
ARXIV
BIBTEX

Talk

Tattini, Lorenzo

Genome variation: From the linear reference to graph pangenomes

Seminar at CRAN, 21 May 2025, Nancy, France
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Talk

Zuluaga, Maria A

On imperfect datasets and collaborative frameworks – How to advance vascular image analysis?

Keynote in Journée thématique GDR IASIS "Imagerie Vasculaire", 12 May 2025, Paris, France
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Journal

Naslidnyk, Masha; Kanagawa, Motonobu; Karvonen, Toni; Mahsereci, Maren

Comparing scale parameter estimators for Gaussian process interpolation with the brownian motion prior: Leave-one-out cross validation and maximum likelihood

SIAM/ASA Journal on Uncertainty Quantification, Vol. 13, N°2, May 2025
Detail
ARXIV
DOI
BIBTEX

Invited paper in a conference

Franzese, Giulio

On the interplay between mutual information and diffusion processes

G-STAI 2025, Geometry for Statistics and AI Conference, 6-9 May 2025, Lesbos, Greece
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Journal

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

Hypoxia mapping from diffusion MRI to differentiate patients with recurrence after peripheral zone prostate cancer radiotherapy

Radiotherapy and Oncology, Vol. 206, Supplement 1, May 2025 / Part of a Special Issue, ESTRO 2025, 2-6 May 2025, Vienna, Austria
Detail
DOI
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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

Talk

Huang, Zhe; Rossi, Simone; Yuan, Rui; Hannagan, Thomas

From predictions to confidence intervals: an empirical study of conformal prediction methods for in-context learning

AABI 2025, 7th Symposium on Advances of Approximate Bayesian Inference, Co-located with ICLR 2025, 29 April 2025, Singapore, Singapore
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Conference

Foresti, Alberto; Franzese, Giulio; Michiardi, Pietro

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

ICLR 2025, DeLTa Workshop, Deep Generative Model in Machine Learning:
Theory, Principle and Efficacy, 28 April 2025, Singapore, Singapore
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Document
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, Deep Generative Model in Machine Learning:
Theory, Principle and Efficacy, 28 April 2025, Singapore, Singapore
Detail
Document
ARXIV
BIBTEX