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Publications

Conférence

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

Accelerating deep Gaussian processes inference with arc-cosine kernels

NIPS 2016, 30th Annual Conference on Neural Information Processing Systems, Workshop on Bayesian Deep Learning, 10 December 2016, Barcelona, Spain
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Loiseau, Patrick

Combining game theory and statistical learning for security, privacy and network systems

Habilitation à diriger des recherches (French qualification for conducting Phd theses)
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Conférence

Debatty, Thibault; Pulvirenti, Fabio; Michiardi, Pietro; Mees, Wim

Fast distributed k-nn graph update

BIGDATA 2016, 2016 IEEE International Conference on Big Data, December 5-8, 2016, Washington, USA
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Conférence

Lisena, Pasquale

Modeling, exploring and recommending music in its complexity

EKAW 2016, 20th International Conference on Knowledge Engineering and Knowledge Management, Doctoral Consortium Track, November 19-23, 2016, Bologna, Italy / Also published in Lecture Notes in Computer Science, Vol. 10180, Springer
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Conférence

Huet, Benoît; Baralis, Elena; Garza, Paolo; Kavoosifar, Mohammad Reza

Eurecom-Polito at TRECVID 2016 : Hyperlinking task

TRECVID 2016, 20th International Workshop on Video Retrieval Evaluation, 14-16 Novembre 2016, Gaithersburg, Ma, USA

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Conférence

Merialdo, Bernard; Pidou, Paul; Eskevich, Maria; Huet, Benoit

EURECOM at TRECVID 2016: The adhoc video search and video hyperlinking tasks

TRECVID 2016, 20th International Workshop on Video Retrieval Evaluation, 14-16 Novembre 2016, Gaithersburg, Ma, USA
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Conférence

Awad, George; Fiscus, Jonathan; Joy, David; Michel, Martial; Smeaton, Alan F; Kraaij, Wessel; Eskevich, Maria; Aly, Robin; Ordelman, Roeland; Jones, Gareth J. F; Huet, Benoit; Larson, Martha

TRECVID 2016: Evaluating vdeo search, video event detection, localization, and hyperlinking

TRECVID 2016, 20th International Workshop on Video Retrieval Evaluation, 14-16 Novembre 2016, Gaithersburg, Ma, USA
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Conférence

Eskevich, Maria; Jones, Gareth J. F.; Aly, Robin; Ordelman, Roeland; Huet, Benoit

Pursuing a moving target: Iterative use of benchmarking of a task to understand the task

MEDIAEVAL 2016, MediaEval Benchmarking Initiative for Multimedia Evaluation Workshop, October 20-21, 2016, Hilversum, Netherlands
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Conférence

Sygkounas, Efstratios; Rizzo, Giuseppe; Troncy, Raphaël

A replication study of the top performing systems in SemEval Twitter sentiment analysis

ISWC 2016, 15th International Semantic Web Conference, Resources Track, October 17-21, 2016, Kobe, Japan
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Conférence

Xiong, Xiaoyu; Filippone, Maurizio; Vinciarelli, Alessandro

Looking good with Flickr faves: Gaussian processes for finding difference makers in personality impressions

MM 2016, ACM on Multimedia Conference, October 15-19, 2016, Amsterdam, The Netherlands
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Conférence

Neglia, Giovanni; Carra, Damiano; Feng, Mingdong; Janardhan, Vaishnav; Michiardi, Pietro; Tsigkari, Dimitra

Access-time aware cache algorithms

ITC 2016, 28th International Teletraffic Congress, September 12-16, 2016, Würzburg, Germany
Best Paper Award
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Conférence

Lulli, Alessandro; Dell?Amico, Matteo; Michiardi, Pietro; Ricci, Laura

NG-DBSCAN: Scalable density-based clustering for arbitrary data

VLDB 2016, 42nd International Conference on Very Large Data Bases, September 5-9, 2016, New-Delhi, India / Proceedings of the VLDB Endowment, 2016, Vol.10, N°3

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Conférence

Niu, Mu; Rogers, Simon; Filippone, Maurizio; Husmeier, Dirk

Parameter inference in differential equation models of biopathways using time warped gradient matching

CIBB 2016, 13th International Meeting on Computational Intelligence Methods for Bioinformatics and Biostatistics, 1-3 September 2016, Stirling, UK / Also in LNCS, Vol.10477
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Conférence

Noè, Umberto; Chen, Weiwei; Filippone, Maurizio; Hill, Nicholas; Husmeier, Dirk

Inference in a partial differential equations model of pulmonary arterial and venous blood circulation using statistical emulation

CIBB 2016, 13th International Meeting on Computational Intelligence Methods for Bioinformatics and Biostatistics, 1-3 September 2016, Stirling, UK / Also in LNCS, Vol.10477
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Conférence

Debatty, Thibault; Michiardi, Pietro; Mees, Wim

Fast online k-nn graph building

Submitted on ArXiv on February 22nd, 2016
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Conférence

Destandau, Marie; Troncy, Raphaël; Todorov, Konstantin; Cecconi, Cécile; Voisin, Martine; Canno, Isabelle; Leresche, Francoise

Linked data approach for structuring and interlinking musical catalogs

IFLA satellite Event "Data In Libraries: The Big Picture", August 10, 2016, Chicago, USA
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Conférence

Destandau, Marie; Troncy, Raphaël; Todorov, Konstantin; Cecconi, Cécile; Voisin, Martine; Canno, Isabelle; Leresche, Françoise

Linked data for structuring and interlinking music catalogs: How three major french cultural institutions finally came to an agreement

IFLA 2016, Workshop on Data In Libraries: The Big Picture, 10 August 2016, Chicago, USA
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Conférence

Benegiamo, Alberto; Loiseau, Patrick; Neglia, Giovanni

Dissecting demand response mechanisms: the role of consumption forecasts and personalized offers

ACC 2016, American Control Conference, July 6-8, 2016, Boston, MA, USA
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Conférence

Palumbo, Enrico; Rizzo, Giuseppe; Troncy, Raphaël

An ensemble approach to financial entity matching for the FEIII 2016 challenge

DSMM 2016, ACM SIGMOD/PODS International Workshop on Data Science for Macro-Modeling with Financial and Economic Datasets, July 1, 2016, San Francisco, USA
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Conférence

Domingues, Rémi; Buonora, Francesco; Senesi, Romain; Thonnard, Olivier

An application of unsupervised fraud detection to Passenger Name Records

RSDA 2016, 3rd IEEE International Workshop on Reliability and Security Data Analysis, co-located with DSN 2016, 46th Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshop, June 28th-July 1st, 2016, Toulouse, France
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