Steffen Bickel

According to our database, Steffen Bickel authored at least 23 papers between 2004 and 2018.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2018

Chargrid: Towards Understanding 2D Documents.

Anoop R. Katti, Christian Reisswig, Cordula Guder, Sebastian Brarda, Steffen Bickel, Johannes Höhne, Jean Baptiste Faddoul

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

2013

Active evaluation of ranking functions based on graded relevance.

Christoph Sawade, Steffen Bickel, Timo von Oertzen, Tobias Scheffer, Niels Landwehr

Mach. Learn., 2013

Active Evaluation of Ranking Functions Based on Graded Relevance (Extended Abstract).

Christoph Sawade, Steffen Bickel, Timo von Oertzen, Tobias Scheffer, Niels Landwehr

Proceedings of the IJCAI 2013, 2013

2010

Dealing with sparse data in predicting outcomes of HIV combination therapies.

Jasmina Bogojeska, Steffen Bickel, André Altmann, Thomas Lengauer

Bioinform., 2010

Active Risk Estimation.

Christoph Sawade, Niels Landwehr, Steffen Bickel, Tobias Scheffer

Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010

2009

Mining Email Data.

Steffen Bickel

Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

Learning under differing training and test distributions.

Steffen Bickel

PhD thesis, 2009

Discriminative Learning Under Covariate Shift.

Steffen Bickel, Michael Brückner, Tobias Scheffer

J. Mach. Learn. Res., 2009

Direct Density Ratio Estimation for Large-scale Covariate Shift Adaptation.

Yuta Tsuboi, Hisashi Kashima, Shohei Hido, Steffen Bickel, Masashi Sugiyama

J. Inf. Process., 2009

2008

Transfer Learning by Distribution Matching for Targeted Advertising.

Steffen Bickel, Christoph Sawade, Tobias Scheffer

Proceedings of the Advances in Neural Information Processing Systems 21, 2008

Multi-task learning for HIV therapy screening.

Steffen Bickel, Jasmina Bogojeska, Thomas Lengauer, Tobias Scheffer

Proceedings of the Machine Learning, 2008

2007

Unsupervised prediction of citation influences.

Laura Dietz, Steffen Bickel, Tobias Scheffer

Proceedings of the Machine Learning, 2007

Discriminative learning for differing training and test distributions.

Steffen Bickel, Michael Brückner, Tobias Scheffer

Proceedings of the Machine Learning, 2007

2006

Dirichlet-Enhanced Spam Filtering based on Biased Samples.

Steffen Bickel, Tobias Scheffer

Proceedings of the Advances in Neural Information Processing Systems 19, 2006

2005

Classifying search engine queries using the web as background knowledge.

David S. Vogel, Steffen Bickel, Peter Haider, Rolf Schimpfky, Peter Siemen, Steve Bridges, Tobias Scheffer

SIGKDD Explor., 2005

Systematic feature evaluation for gene name recognition.

Jörg Hakenberg, Steffen Bickel, Conrad Plake, Ulf Brefeld, Hagen Zahn, Lukas Faulstich, Ulf Leser, Tobias Scheffer

BMC Bioinform., 2005

Predicting Sentences using N-Gram Language Models.

Steffen Bickel, Peter Haider, Tobias Scheffer

Proceedings of the HLT/EMNLP 2005, 2005

Discovering Communities in Linked Data by Multi-view Clustering.

Isabel Drost, Steffen Bickel, Tobias Scheffer

Proceedings of the From Data and Information Analysis to Knowledge Engineering, 2005

Estimation of Mixture Models Using Co-EM.

Steffen Bickel, Tobias Scheffer

Proceedings of the Machine Learning: ECML 2005, 2005

Learning to Complete Sentences.

Steffen Bickel, Peter Haider, Tobias Scheffer

Proceedings of the Machine Learning: ECML 2005, 2005

2004

Multi-View Lernen.

Ulf Brefeld, Steffen Bickel, Tobias Scheffer

Proceedings of the LWA 2004: Lernen - Wissensentdeckung - Adaptivität, Berlin, 4., 2004

Multi-View Clustering.

Steffen Bickel, Tobias Scheffer

Proceedings of the 4th IEEE International Conference on Data Mining (ICDM 2004), 2004

Learning from Message Pairs for Automatic Email Answering.

Steffen Bickel, Tobias Scheffer

Proceedings of the Machine Learning: ECML 2004, 2004