print

Publications

Poster / Demo

Giammusso, Sara; Guerriero, Mario; Lisena, Pasquale; Palumbo, Enrico; Troncy, Raphaël

Predicting the emotion of playlists using track lyrics

ISMIR 2018, 19th International Society for Music Information Retrieval Conference, September 23-27, Paris, France
Detail
Document
BIBTEX

Poster / Demo

Domingues, Rémi; Michiardi, Pietro; Zouaoui, Jihane; Filippone, Maurizio

Deep Gaussian process autoencoders for novelty detection

ECML-PKDD 2018, European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 10-14 September 2018, Dublin, Ireland

Detail
Document
BIBTEX

Poster / Demo

Marmin, Sébastien; Filippone, Maurizio

Bayesian calibration of computer models with modern Gaussian process emulators

ISBA 2018, ISBA World Meeting, 24-29 June 2018, Edinburgh, UK
Detail
Document
BIBTEX

Poster / Demo

Candela, Rosa; Michiardi, Pietro; Filippone, Maurizio

Insights into distributed variational inference for Bayesian deep learning

ISBA 2018, ISBA World Meeting, 24-29 June 2018, Edinburgh, UK
Detail
Document
BIBTEX

Poster / Demo

Milios, Dimitrios

Calibration properties of Gaussian process classifiers

ISBA 2018, ISBA World Meeting, 24-29 June 2018, Edinburgh, UK
Detail
BIBTEX

Poster / Demo

Palumbo, Enrico; Rizzo, Giuseppe; Troncy, Raphaël; Baralis, Elena; Osella, Michele; Ferro, Enrico

Knowledge graph embeddings with node2vec for item recommendation

ESWC 2018, 15th European Semantic Web Conference, 3-7 June 2018, Heraklion, Crete, Greece
Best Poster Award
Detail
Document
DOI
BIBTEX

Poster / Demo

Lisena, Pasquale; Troncy, Raphaël

Combining music specific embeddings for computing artist similarity

ISMIR 2017, 18th International Society for Music Information Retrieval Conference, Late-breaking & demo track, 23-27 October 2017, Suzhou, China
Detail
Document
BIBTEX

Poster / Demo

Ben Ahmed, Olfa; Sargent, Gabriel; Garnier, Florian; Huet, Benoit; Claveau, Vincent; Couturier, Laurence; Troncy, Raphaël; Gravier, Guillaume; Bouzy, Philémon; Leménorel, Fabrice

NexGen-TV: Providing real-time insight during political debates in a second screen application

ACMMM 2017, 25th ACM International Conference on Multimedia, Demo Track, October 23-27, 2017, Moutain View, California, USA
Best Demo Award
Detail
Document
DOI
HAL
BIBTEX

Poster / Demo

Lisena, Pasquale; Canale, Lorenzo; Ellena, Fabio; Troncy, Raphaël

CityMUS: Music recommendation when exploring a city

ISWC 2017, 16th International Semantic Web Conference, Poster Track, October 21-25, 2017, Vienna, Austria
Detail
Document
BIBTEX

Poster / Demo

Klotz, Benjamin; Lisena, Pasquale; Troncy, Raphaël; Wilms, Daniel; Bonnet, Christian

DrIveSCOVER: A tourism recommender system based on external driving factors

ISWC 2017, 16th International Semantic Web Conference, Poster Track, October 21-25, 2017, Vienna, Austria
Detail
Document
BIBTEX

Poster / Demo

Vernik, Gil; Factor, Michael; Kolodner, Elliot K.; Ofer, Effi; Michiardi, Pietro; Pace, Francesco

Stocator: An object store aware connector for Apache Spark

SOCC 2017, ACM Symposium on Cloud Computing, September 25-27, 2017, Santa Clara, California, USA
Detail
Document
DOI
BIBTEX

Poster / Demo

Cutajar, Kurt; Bonilla, Edwin V; Michiardi, Pietro; Filippone, Maurizio

Random feature expansions for deep Gaussian processes

ICML 2017, 34th International Conference on Machine Learning, 6-11 August 2017, Sydney, Australia
Detail
Document
BIBTEX

Poster / Demo

Vernik, Gil; Factor, Michael; Kolodner, Elliot; Ofer, Effi; Pace, Francesco; Michiardi, Pietro

Stocator: A high performance object store connector for Spark

SYSTOR 2017, 10th ACM International Systems and Storage Conference, May 22-24, Haifa, Israel
Detail
Document
DOI
BIBTEX

Poster / Demo

Moatti, Yosef; Rom, Eran; Gracia-Tinedo, Raúl; Naor, Dalit; Chen, Doron; Sampé, Josep; Sánchez-Artigas, Marc; García-López, Pedro; Gluszak, Filip; Deschodt, Eric; Pace, Francesco; Venzano, Daniele; Michiardi, Pietro

Too big to eat: Boosting analytics data ingestion from object stores with scoop

ICDE 2017, IEEE International Conference on Data Engineering, April 19-22, 2017, San Diego, USA
Detail
Document
DOI
BIBTEX

Poster / Demo

Andreou, Athanasios; Goga,Oana; Loiseau, Patrick; Gummadi, Khrishna

Bringing transparency to personalized services through statistical inference

Journée Futur & Ruptures 2017, February 2, 2017, Paris, France

Detail
Document
BIBTEX

Poster / Demo

Hensman, James; Matthews, Alexander G. de G.; Filippone, Maurizio; Ghahramani, Zoubin

MCMC for variationally sparse Gaussian processes

NIPS 2015, 29th Annual Conference on Neural Information Processing Systems, December 7-12, 2015, Montreal, Quebec, Canada
Detail
BIBTEX

Poster / Demo

Achichi, Manel; Bailly, Rodolphe; Cecconi, Cecile; Destandau, Marie; Todorov, Konstantin; Troncy, Raphaël

DOREMUS: Doing reusable musical data

ISWC 2015, 14th International Semantic Web Conference
October 11-15, 2015, Bethlehem, USA
Detail
Document
HAL
BIBTEX

Poster / Demo

Plu, Julien; Rizzo Giuseppe; Troncy, Raphaël

An experimental study of a hybrid entity recognition and linking system

ISWC 2015, 14th International Semantic Web Conference, Poster Demo Session, October 11-15, 2015, Bethlehem, Pennsylvania, USA
Detail
Document
BIBTEX

Poster / Demo

Rizzo Giuseppe; Corcho O., Troncy Raphaël; Plu, Julien; Hermida, Ballesteros Juan Carlos; Assaf Ahmad

The 3cixty knowledge base for expo Milano 2015: Enabling visitors to explore the city

K-CAP 2015, 8th International Conference on Knowledge Capture, October 7-10, 2015, Palisades, NY, USA
Best Poster Award
Detail
Document
DOI
BIBTEX

Poster / Demo

Filippone, Maurizio

Scalable stochastic gradient-based inference for gaussian processes

AMLGM 2015, Autumn Meeting on Latent Gaussian Models, September 17-18, 2015, Trondheim, Norway
"Special Mention" Poster Award
Detail
Document
BIBTEX