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Xavier Amatriain

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Papers by Xavier Amatriain

Collaborative Filtering With Adaptive Information Sources (Short Paper)

International Joint Conference on Artificial Intelligence, 2009

Collaborative Filtering With Adaptive Information Sources

Collaborative ltering (CF) algorithms, which gen- erate recommendations for web users by predict-... more Collaborative ltering (CF) algorithms, which gen- erate recommendations for web users by predict- ing user-item ratings, are often evaluated according to their predictions; in this context the problem of generating recommendations can be formulated as one of tting a community of users to the best set of predictors. However, the data used to perform CF is sparse, and accuracy is

Temporal diversity in recommender systems

Proceeding of the 33rd international ACM SIGIR conference on Research and development in information retrieval - SIGIR '10, 2010

Towards Fully Distributed and Privacy-Preserving Recommendations via Expert Collaborative Filtering and RESTful Linked Data

2010 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, 2010

Building industrial-scale real-world recommender systems

Proceedings of the sixth ACM conference on Recommender systems - RecSys '12, 2012

Mining large streams of user data for personalized recommendations

ACM SIGKDD Explorations Newsletter, 2013

The recommender problem revisited

Proceedings of the 8th ACM Conference on Recommender systems - RecSys '14, 2014

The recommender problem revisited: morning tutorial

Beyond data: from user information to business value through personalized recommendations and consumer science

Audio CE for Instrument Description (Timbre Similarity)

Big & personal: data and models behind netflix recommendations

Netflix recommendations: beyond the 5 stars (part 1)

Content processing of music audio signals

Spectral processing

Workshop on recommendation utility evaluation

Proceedings of the sixth ACM conference on Recommender systems - RecSys '12, 2012

The wisdom of the few

Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval - SIGIR '09, 2009

Watching television over an IP network

Proceedings of the 8th ACM SIGCOMM conference on Internet measurement conference - IMC '08, 2008

CLAM, yet another library for audio and music processing?

Companion of the 17th annual ACM SIGPLAN conference on Object-oriented programming, systems, languages, and applications - OOPSLA '02, 2002

... es Pau Arumi Music Technology Group Pompeu Fabra University Barcelona, Spain parumi@iua.upf.e... more

Proceedings of the 14th annual ACM international conference on Multimedia - MULTIMEDIA '06, 2006

A dataflow pattern catalog for sound and music computing

Proceedings of the 2006 conference on Pattern languages of programs - PLoP '06, 2006

Collaborative Filtering With Adaptive Information Sources (Short Paper)

International Joint Conference on Artificial Intelligence, 2009

Collaborative Filtering With Adaptive Information Sources

Collaborative ltering (CF) algorithms, which gen- erate recommendations for web users by predict-... more Collaborative ltering (CF) algorithms, which gen- erate recommendations for web users by predict- ing user-item ratings, are often evaluated according to their predictions; in this context the problem of generating recommendations can be formulated as one of tting a community of users to the best set of predictors. However, the data used to perform CF is sparse, and accuracy is

Temporal diversity in recommender systems

Proceeding of the 33rd international ACM SIGIR conference on Research and development in information retrieval - SIGIR '10, 2010

Towards Fully Distributed and Privacy-Preserving Recommendations via Expert Collaborative Filtering and RESTful Linked Data

2010 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, 2010

Building industrial-scale real-world recommender systems

Proceedings of the sixth ACM conference on Recommender systems - RecSys '12, 2012

Mining large streams of user data for personalized recommendations

ACM SIGKDD Explorations Newsletter, 2013

The recommender problem revisited

Proceedings of the 8th ACM Conference on Recommender systems - RecSys '14, 2014

The recommender problem revisited: morning tutorial

Beyond data: from user information to business value through personalized recommendations and consumer science

Audio CE for Instrument Description (Timbre Similarity)

Big & personal: data and models behind netflix recommendations

Netflix recommendations: beyond the 5 stars (part 1)

Content processing of music audio signals

Spectral processing

Workshop on recommendation utility evaluation

Proceedings of the sixth ACM conference on Recommender systems - RecSys '12, 2012

The wisdom of the few

Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval - SIGIR '09, 2009

Watching television over an IP network

Proceedings of the 8th ACM SIGCOMM conference on Internet measurement conference - IMC '08, 2008

CLAM, yet another library for audio and music processing?

Companion of the 17th annual ACM SIGPLAN conference on Object-oriented programming, systems, languages, and applications - OOPSLA '02, 2002

... es Pau Arumi Music Technology Group Pompeu Fabra University Barcelona, Spain parumi@iua.upf.e... more

Proceedings of the 14th annual ACM international conference on Multimedia - MULTIMEDIA '06, 2006

A dataflow pattern catalog for sound and music computing

Proceedings of the 2006 conference on Pattern languages of programs - PLoP '06, 2006