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Taxonomic metagenome sequence assignment with structured output models
Authors: Patil, Kaustubh R.; Haider, Peter; Pope, Philip B.; Turnbaugh, Peter J.; Morrison, Mark; Scheffer, Tobias; McHardy, Alice
Date of Publication (YYYY-MM-DD): 2011
Title of Journal: Nature Methods
Volume: 8
Issue / Number: 3
Start Page: 191
End Page: 192
Document Type: Article
ID: 619021.0
Localizing Bugs in Program Executions with Graphical Models
Authors: Dietz, Laura; Dallmeier, Valentin; Zeller, Andreas; Scheffer, Tobias
Place of Publication: c/o The Salk Institute P.O. Box 85800 San Diego, CA 92186-5800
Publisher: NIPS Foundation
Date of Publication (YYYY-MM-DD): 2009
Title of Proceedings: Advances in Neural Information Processing Systems 22 (NIPS09)
Start Page: 468
End Page: 477
Document Type: Conference-Paper
ID: 520389.0
Discriminative Learning under Covariate Shift with a Single Optimization Problem
Authors: Bickel, Steffen; Brückner, Michael; Scheffer, Tobias
Title of Book: Dataset Shift in Machine Learning
Start Page: 161
End Page: 177
Place of Publication: Cambridge, USA
Publisher: MIT
Date of Publication (YYYY-MM-DD): 2009
Document Type: InBook
ID: 520526.0
Scalable pattern mining with Bayesian networks as background knowledge
Authors: Jaroszewicz, Szymon; Scheffer, Tobias; Simovici, Dan A.
Date of Publication (YYYY-MM-DD): 2009
Title of Journal: Data Mining and Knowledge Discovery
Volume: 18
Issue / Number: 1
Start Page: 56
End Page: 100
Document Type: Article
ID: 520523.0
Transfer Learning by Distribution Matching for Targeted Advertising
Authors: Bickel, Steffen; Sawade, Christoph; Scheffer, Tobias
Place of Publication: Cambridge, USA
Publisher: MIT
Date of Publication (YYYY-MM-DD): 2009
Title of Proceedings: Advances in Neural Information Processing Systems 21, Proceedings of the 22nd Annual Conference on Neural Information Processing Systems
Document Type: Conference-Paper
ID: 520525.0
Exact and Approximate Inference for Annotating Graphs with Structural SVMs
Authors: Klein, Thoralf; Brefeld, Ulf; Scheffer, Tobias
Place of Publication: Berlin
Publisher: Springer
Date of Publication (YYYY-MM-DD): 2008
Title of Proceedings: Maschine Learning and Knowledge Discovery in Databases : European Conference, ECML PKDD 2008 ; proceedings. - Part 1
Start Page: 611
End Page: 623
Title of Series: Lecture Notes in Artificial Intelligence
Document Type: Conference-Paper
ID: 428136.0
Learning from Incomplete Data with Infinite Imputations
Authors: Dick, Uwe; Haider, Peter; Scheffer, Tobias
Place of Publication: New York, NY
Publisher: ACM
Date of Publication (YYYY-MM-DD): 2008
Title of Proceedings: Proceedings, Twenty-Fifth International Conference on Machine Learning : ICML 2008
Start Page: 232
End Page: 239
Title of Series: ACM International Conference Proceedings Series
Document Type: Conference-Paper
ID: 428035.0
Multi-Task Learning for HIV Therapy Screening
Authors: Bickel, Steffen; Bogojeska, Jasmina; Lengauer, Thomas; Scheffer, Tobias
Place of Publication: New York, NY
Publisher: ACM
Date of Publication (YYYY-MM-DD): 2008
Title of Proceedings: Proceedings, Twenty-Fifth International Conference on Machine Learning : ICML 2008
Start Page: 56
End Page: 63
Title of Series: ACM international conference proceedings series
Document Type: Conference-Paper
ID: 427998.0
Schema matching on streams with accuracy guarantees
Authors: Jaroszewicz, Szymon; Ivantysynova, Lenka; Scheffer, Tobias
Date of Publication (YYYY-MM-DD): 2008
Title of Journal: Intelligent Data Analysis
Volume: 12
Start Page: 253
End Page: 270
Document Type: Article
ID: 428114.0
Dirichlet-Enhanced Spam Filtering based on Biased Samples
Authors: Bickel, Steffen; Scheffer, Tobias
Place of Publication: Cambridge, USA
Publisher: MIT Press
Date of Publication (YYYY-MM-DD): 2007
Title of Proceedings: Advances in neural information processing systems 19 : [proceedings of the 20th Conference on Advances in Neural Information Processing Systems (NIPS)]
Start Page: 161
End Page: 168
Document Type: Conference-Paper
ID: 356449.0
Entries: 1-10  
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