Thorsten Joachims

Thorsten
Joachims
Associate Professor
Computer Science

Thorsten Joachims is a Professor in the Department of Computer Science at Cornell University. He joined the department in 2001 after finishing his Ph. D. as a student of Prof. Morik at the AI-unit of the University of Dortmund, from where he also received a Diplom in Computer Science in 1997. Between 2000 and 2001 he worked as a PostDoc at the GMD in the Knowledge Discovery Team of the Institute for Autonomous Intelligent Systems. From 1994 to 1996 he spent one and a half years at Carnegie Mellon University as a visiting scholar of Prof. Tom Mitchell.

Publications

Selected Publications (for a more complete list please see Thorsten Joachim's Home Page)

Books

T. Joachims, Learning to Classify Text using Support Vector Machines, Kluwer/Springer, 2002.

Journals

P. Shivaswamy, T. Joachims, Online Structured Prediction via Coactive Learning, International Conference on Machine Learning (ICML), 2012.

J. Moore, Shuo Chen, T. Joachims, D. Turnbull, Learning to Embed Songs and Tags for Playlist Prediction, Conference of the International Society for Music Information Retrieval (ISMIR), 2012.

K. Raman, P. Shivaswamy, T. Joachims, Online Learning to Diversify from Implicit Feedback, ACM Conference on Knowledge Discovery and Data Mining (KDD), 2012.

Shuo Chen, Joshua Moore, Douglas Turnbull, Thorsten Joachims, Playlist Prediction via Metric Embedding, ACM Conference on Knowledge Discovery and Data Mining (KDD), 2012.

O. Chapelle, T. Joachims, F. Radlinski, Yisong Yue, Large-Scale Validation and Analysis of Interleaved Search Evaluation, ACM Transactions on Information Systems (TOIS), 30(1):6.1-6.41, 2012.

P. Shivaswamy, T. Joachims, Multi-armed Bandit Problems with History, Conference on Artificial Intelligence and Statistics (AISTATS), 2012.

A. Anand, H. Koppula, T. Joachims, A. Saxena, Contextually Guided Semantic Labeling and Search for Three-Dimensional Point Clouds, International Journal of Robotics, November, 2012.

R. Sipos, P. Shivaswamy, T. Joachims, Large-Margin Learning of Submodular Summarization Models, Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2012.

K. Raman, P. Shivaswamy, T. Joachims, Learning to Diversify from Implicit Feedback, WSDM Workshop on Diversity in Document Retrieval, 2012.

P. Shivaswamy, T. Joachims, Online Learning with Preference Feedback, NIPS Workshop on Choice Models and Preference Learning, 2011.

P. Bennett and K. El-Arini and T. Joachims and K. Svore, Enriching Information Retrieval, SIGIR Forum, 45(2):60-65, 2011.

K. Raman, T. Joachims, P. Shivaswamy, Structured Learning of Two-Level Dynamic Rankings, Conference on Information and Knowledge Management (CIKM), 2011.

H. Koppula, A. Anand, T. Joachims, A. Saxena, Semantic Labeling of 3D Point Clouds for Indoor Scenes, Conference on Neural Information Processing Systems (NIPS), 2011.

Yisong Yue, T. Joachims, Beat the Mean Bandit, International Conference on Machine Learning (ICML), 2011.