Yoav Freund

Affiliations: 
Computer Science and Engineering University of California, San Diego, La Jolla, CA 
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"Yoav Freund"
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Department of Computer Science and Engineering, University of California, San Diego, USA

Cross-listing: MathTree

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Tze W. Ie grad student 2007 UCSD
Evan I. Ettinger grad student 2010 UCSD
William M. Beaver grad student 2011 UCSD
Mayank Kabra grad student 2011 UCSD
Sunsern Cheamanunkul grad student 2014 UCSD
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Publications

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Freund Y, Schapire RE. (2016) A decision-theoretic generalization of on-line learning and an application to boosting Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 904: 23-37
Elkherj M, Freund Y. (2014) A system for sending the right hint at the right time L@S 2014 - Proceedings of the 1st Acm Conference On Learning At Scale. 219-220
Cheamanunkul S, Freund Y. (2014) Improved kNN rule for small training sets Proceedings - 2014 13th International Conference On Machine Learning and Applications, Icmla 2014. 201-206
Jacobsen M, Sampangi S, Freund Y, et al. (2014) Improving FPGA accelerated tracking with multiple online trained classifiers Conference Digest - 24th International Conference On Field Programmable Logic and Applications, Fpl 2014
Balsubramani A, Dasgupta S, Freund Y. (2013) The fast convergence of incremental PCA Advances in Neural Information Processing Systems
Jacobson N, Freund Y, Nguyen TQ. (2012) An online learning approach to occlusion boundary detection. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. 21: 252-61
Jacobsen M, Freund Y, Kastner R. (2012) RIFFA: A reusable integration framework for FPGA accelerators Proceedings of the 2012 Ieee 20th International Symposium On Field-Programmable Custom Computing Machines, Fccm 2012. 216-219
Jacobson N, Freund Y, Nguyen TQ. (2011) Occlusion boundary detection using an online learning framework Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 913-916
Valmianski I, Shih AY, Driscoll JD, et al. (2010) Automatic identification of fluorescently labeled brain cells for rapid functional imaging. Journal of Neurophysiology. 104: 1803-11
Arvey A, Hermann A, Hsia CC, et al. (2010) Minimizing off-target signals in RNA fluorescent in situ hybridization. Nucleic Acids Research. 38: e115
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