Matthew Hoffman

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
ACM Transactions on Intelligent Systems and Technology (TIST) 2018 Volume 9 Issue 6
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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

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

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

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

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

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

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