Gideon Mann
Google Publications
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Restricted Transfer learning for Text Categorization
NIPS Workshop (2013) (to appear)
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Diagnosing Latency in Multi-Tier Black-Box Services
Krzysztof Ostrowski, Gideon Mann, Mark Sandler
5th Workshop on Large Scale Distributed Systems and Middleware (LADIS 2011) (to appear)
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Modeling the Parallel Execution of Black-Box Services
Gideon Mann, Mark Sandler, Darja Krushevskaja, Sudipto Guha, Eyal Even-Dar
HotCloud, Usenix (2011)
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Distributed Training Strategies for the Structured Perceptron
Ryan McDonald, Keith Hall, Gideon Mann
North American Chapter of the Association for Computational Linguistics (NAACL) (2010)
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Generalized Expectation Criteria for Semi-supervised Learning with Weakly Labeled Data
Gideon Mann, Andrew McCallum
JMLR, vol. 11 (2010)
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MapReduce/Bigtable for Distributed Optimization
Keith B. Hall, Scott Gilpin, Gideon Mann
Neural Information Processing Systems Workshop on Leaning on Cores, Clusters, and Clouds (2010)
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Efficient Large-Scale Distributed Training of Conditional Maximum Entropy Models
Gideon Mann, Ryan McDonald, Mehryar Mohri, Nathan Silberman, Daniel Walker IV
Neural Information Processing Systems (NIPS) (2009)
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Semi-supervised Learning of Dependency Parsers using Generalized Expectation Criteria
Gregory Druck, Gideon S. Mann, Andrew McCallum
IJCNLP-ACL (2009)
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YouTube Scale, Large Vocabulary Video Annotation
Nick Morsillo, Chris Pal, Gideon Mann
Video Search and Mining (2009)
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Generalized Expectation Criteria for Semi-Supervised Learning of Conditional Random Fields
Gideon Mann, Andrew McCallum
ACL (2008)
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Learning From Labeled Features Using Generalized Expectation Criteria
Gregory Druck, Gideon Mann, Andrew McCallum
Proc. 31st International ACM SIGIR Conference on Research and Development in Information Retrieval, ACM, Singapore (2008), pp. 595-602
Previous Publications
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Leveraging Existing Resources using Generalized Expectation Criteria
Gregory Druck, Gideon Mann, Andrew McCallum
NIPS Workshop on Learning Problem Design (2007)
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Penn/UMass/CHOP Biocreative II systems
Kuzman Ganchev, Koby Crammer, Fernando Pereira, Gideon Mann, Kedar Bellare, Andrew McCallum, Steven Carroll, Yang Jin, Peter White
Proceedings of the Second BioCreative Challenge Evaluation Workshop (2007), pp. 119-124








