1. Research
  2. Publications
print

Publications

Conference

Guarrera, Matteo; Jin, Baihong; Lin, Tung-Wei; Zuluaga, Maria A.; Chen, Yuxin; Sangiovanni-Vincentelli, Alberto

Class-wise thresholding for robust out-of-distribution detection

FADETRCV 2022, IEEE CVPR 2nd Workshop on Fair, Data-efficient, and Trusted Computer Vision, in conjunction with IEEE CVPR 2022, 20 June 2022, New Orleans, Louisiana, USA
Detail
Document
DOI
BIBTEX

Conference

Veltri, Enzo; Santoro, Donatello; Badaro, Gilbert; Saeed, Mohammed; Papotti, Paolo

Ambiguity detection and textual claims generation from relational data

SEBD 2022, 30th Symposium on Advanced Database System, 19-22 June 2022, Tirrenia (Pisa), Italy
Detail
Document
BIBTEX

Journal

Chen, An; Kanagawa, Motonobu; Zhang, Fangyuan

Intergenerational risk sharing in a defined contribution pension system: Analysis with Bayesian optimization

SSRN, 15 June 2022
Detail
Document
ARXIV
DOI
HAL
BIBTEX

Journal

Lisena, Pasquale; Laaksonen, Jorma; Troncy, Raphaël

Understanding videos with face recognition: a complete pipeline and applications

Multimedia Systems Journal, Special issue on data-driven Personalization of television content, Vol.28, N°6, December 2022
Detail
Document
DOI
HAL
BIBTEX

Conference

Habibelahian, Omeed; Shrestha, Rajesh; Termehchy, Arash; Papotti, Paolo

Exploratory training: when trainers learn

HILDA 2022, Workshop on Human-In-the-Loop Data Analytics, co-located with SIGMOD, 12 June 2022, Philadelphia, PA, USA
Detail
Document
DOI
BIBTEX

Poster / Demo

Veltri, Enzo; Santoro, Donatello; Badaro, Gilbert; Saeed, Mohammed; Papotti, Paolo

Pythia: Unsupervised generation of ambiguous textual claims from relational data

SIGMOD 2022, ACM International Conference on Management of Data, June 12-17, 2022, Philadelphia, PA, USA
Best Demo Paper Award
Detail
Document
DOI
BIBTEX

Journal

Papotti, Paolo

Technical perspective of TURL: Table understanding through representation learning

ACM SIGMOD Record, Volume 51, Issue 1, March 2022

Detail
Document
DOI
BIBTEX

Conference

Yan, Yiqing; Chaturvedi, Nimisha; Appuswamy, Raja

Optimizing the accuracy of randomized embedding for sequence alignment

IPDPS 2022, 36th IEEE International Parallel & Distributed Processing Symposium, 30 May-3 Juin, 2022, Lyon, France (Virtual Event)
Detail
Document
DOI
HAL
BIBTEX

Talk

Zuluaga, Maria A

The data challenges of AI for medical imaging

MOMI 2022, Keynote talk in "Le Monde des Mathématiques Industrielles", 6ème édition, 30-31 May 2022, Sophia Antipolis, France
Detail
BIBTEX

Conference

Sarthou-Camy, Christophe; Jourdain, Guillaume; Chabot, Yoan; Monnin, Pierre; Deuzé, Frédéric; Huynh, Viet-Phi; Liu, Jixiong; Labbé, Thomas

DAGOBAH UI: A new hope for semantic table interpretation

ESWC 2022, Extended Semantic Web Conference, May 29-June 2, 2022, Hersonissos, Greece / Also published in LNCS, Vol. 13384
Detail
Document
DOI
HAL
BIBTEX

Conference

Lisena, Pasquale; Schwabe, Daniel; van Erp, Marieke; Troncy, Raphaël; Tullett, William; Leemans, Inger; Marx, Lizzie; Ehrich, Sofia Colette

Capturing the semantics of smell: The Odeuropa data model for olfactory heritage information

ESWC 2022, Extended Semantic Web Conference, May 29-June 2, 2022, Hersonissos, Greece / Also published in LNCS, Vol. 13261
Best Resource Paper Award
Detail
Document
DOI
BIBTEX

Conference

Menini, Stefano; Paccosi, Teresa; Tonelli, Sara; Van Erp, Marieke; Leemans, Inger; Lisena, Pasquale; Troncy, Raphaël; et al.

A multilingual benchmark to capture olfactory situations over time

LCHANGE 2022, 3rd Workshop on Computational Approaches to Historical Language Change, Co-located with ACL 2022, 26-27 May 2022, Dublin, Ireland
Detail
Document
BIBTEX

Conference

Mori, Marco; Papotti, Paolo; Bellomarini, Luigi; Giudice, Oliver

Neural machine translation for fact-checking temporal claims

FEVER 20222, 5th Fact Extraction and VERification Workshop, co-located with ACL 2022, 26 May 2022, Dublin, Ireland
Detail
Document
BIBTEX

Thesis

Harrando, Ismail

Representation, information extraction, and summarization for automatic multimedia understanding

Thesis
Detail
Document
HAL
BIBTEX

Conference

Ahmadi, Naser; Sand, Hansjörg; Papotti, Paolo

Unsupervised matching of data and text

ICDE 2022, 38th IEEE International Conference on Data Engineering, 9-12 May 2022, Kuala Lumpur, Malaysia (Virtual Event)

Detail
Document
ARXIV
DOI
BIBTEX

Journal

Tran, Ba-Hien; Rossi, Simone; Milios, Dimitrios; Filippone, Maurizio

All you need is a good functional prior for Bayesian deep learning

Journal of Machine Learning Research (JMLR), 2022, Vol.23 / Also presented at NeurIps 2022, 36th Conference on Neural Information Processing Systems, 28 November 2022, New Orleans, USA
Detail
Document
ARXIV
HAL
BIBTEX

Conference

Laforest, Frédérique; Troncy, Raphaël; Médini, Lionel; Herman, Ivan

Companion Proceedings of the Web Conference 2022

WWW 2022, Editors of the Companion Proceedings of the Web Conference 2022, 25-29 April 2022, Lyon, France (Virtual Event)
Detail
DOI
BIBTEX

Conference

Tailhardat, Lionel; Troncy, Raphaël; Chabot, Yoan

Walks in cyberspace: Improving web browsing and network activity analysis with 3D live graph rendering

WWW 2022, ACM Web Conference, 25-29 April 2022, Lyon, France (Online Event)
Detail
Document
DOI
BIBTEX

Conference

Riccio, Piera; Galati, Francesco; Zuluaga, Maria A.; De Martin, Juan Carlos; Nichele, Stefano

Translating emotions from EEG to visual arts

EvoMUSART 2022, 11th International Conference on Artificial Intelligence in Music, Sound, Art and Design, Held as Part of EvoStar 2022, Madrid, Spain, April 20–22, 2022 / Also published in Lecture Notes in Computer Science, LNCS, Vol. 13221
Detail
Document
DOI
BIBTEX

Talk

Papotti, Paolo

Explainable checking for statistical and property claims

Invited talk at INRIA, Wimmics: web-instrumented man-machine interactions, communities and semantics, 14 April 2022, Sophia Antipolis, France
Detail
BIBTEX