Matthew D. Hoffman


2006

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Feature-Based Synthesis: A Tool for Evaluating, Designing, and Interacting with Music IR Systems
Matthew D. Hoffman | Perry R. Cook
ISMIR 2006, 7th International Conference on Music Information Retrieval, Victoria, Canada, 8-12 October 2006, Proceedings

2008

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Content-Based Musical Similarity Computation using the Hierarchical Dirichlet Process
Matthew D. Hoffman | David M. Blei | Perry R. Cook
ISMIR 2008, 9th International Conference on Music Information Retrieval, Drexel University, Philadelphia, PA, USA, September 14-18, 2008

2009

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Easy As CBA: A Simple Probabilistic Model for Tagging Music
Matthew D. Hoffman | David M. Blei | Perry R. Cook
Proceedings of the 10th International Society for Music Information Retrieval Conference, ISMIR 2009, Kobe International Conference Center, Kobe, Japan, October 26-30, 2009

2013

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Beta Process Sparse Nonnegative Matrix Factorization for Music
Dawen Liang | Matthew D. Hoffman | Daniel P. W. Ellis
Proceedings of the 14th International Society for Music Information Retrieval Conference, ISMIR 2013, Curitiba, Brazil, November 4-8, 2013

2016

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A Joint Model for Who-to-Follow and What-to-View Recommendations on Behance
Maja R. Rudolph | Matthew D. Hoffman | Aaron Hertzmann
Proceedings of the 25th International Conference on World Wide Web, WWW 2016, Montreal, Canada, April 11-15, 2016, Companion Volume

2017

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Personalizing Software and Web Services by Integrating Unstructured Application Usage Traces
Longqi Yang | Chen Fang | Hailin Jin | Matthew D. Hoffman | Deborah Estrin
Proceedings of the 26th International Conference on World Wide Web Companion, Perth, Australia, April 3-7, 2017

2018

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Variational Autoencoders for Collaborative Filtering
Dawen Liang | Rahul G. Krishnan | Matthew D. Hoffman | Tony Jebara
Proceedings of the 2018 World Wide Web Conference on World Wide Web, WWW 2018, Lyon, France, April 23-27, 2018

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Characterizing User Skills from Application Usage Traces with Hierarchical Attention Recurrent Networks
Longqi Yang | Chen Fang | Hailin Jin | Matthew D. Hoffman | Deborah Estrin
2018 Volume 9 Issue 6