Dmitry Pavlov

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2011
22Discrete Lie Advection of Differential Forms. Patrick Mullen, Alexander McKenzie, Dmitry Pavlov, L. Durant, Yiying Tong, Eva Kanso, Jerrold E. Marsden, Mathieu Desbrun. Foundations of Computational Mathematics (11): 131-149 (2011). Web SearchBibTeXDownload
21Winning The Transfer Learning Track of Yahoo!'s Learning To Rank Challenge with YetiRank. Andrey Gulin, Igor Kuralenok, Dmitry Pavlov. Journal of Machine Learning Research - Proceedings Track (14): 63-76 (2011). Web SearchBibTeXDownload
2010
20Behavioral Targeting: The Art of Scaling Up Simple Algorithms. Ye Chen, Dmitry Pavlov, John F. Canny. TKDD (4): 17 (2010). Web SearchBibTeXDownload
2009
19Energy-preserving integrators for fluid animation. Patrick Mullen, Keenan Crane, Dmitry Pavlov, Yiying Tong, Mathieu Desbrun. ACM Trans. Graph. (28) (2009). Web SearchBibTeXDownload
18Practical lessons of data mining at Yahoo!. Ye Chen, Dmitry Pavlov, Pavel Berkhin, Aparna Seetharaman, Albert Meltzer. CIKM 2009, 1047-1056. Web SearchBibTeXDownload
17Large-scale behavioral targeting. Ye Chen, Dmitry Pavlov, John F. Canny. KDD 2009, 209-218. Web SearchBibTeXDownload
16Factor Modeling for Advertisement Targeting. Ye Chen, Michael Kapralov, Dmitry Pavlov, John Canny. NIPS 2009, 324-332. Web SearchBibTeXDownload
2007
15Internet-scale collection of human-reviewed data. Qi Su, Dmitry Pavlov, Jyh-Herng Chow, Wendell C. Baker. WWW 2007, 231-240. Web SearchBibTeXDownload
2006
14Manipulator Path Planning in 3-Dimensional Space. Dmitry Pavlov. CSR 2006, 505-513. Web SearchBibTeXDownload
2004
13Collaborative Filtering with Maximum Entropy. Dmitry Pavlov, Eren Manavoglu, David M. Pennock, C. Lee Giles. IEEE Intelligent Systems (19): 40-48 (2004). Web SearchBibTeXDownload
12Document preprocessing for naive Bayes classification and clustering with mixture of multinomials. Dmitry Pavlov, Ramnath Balasubramanyan, Byron Dom, Shyam Kapur, Jignashu Parikh. KDD 2004, 829-834. Web SearchBibTeXDownload
2003
11Sequence Modeling with Mixtures of Conditional Maximum Entropy Distributions. Dmitry Pavlov. ICDM 2003, 251-258. Web SearchBibTeXDownload
10Probabilistic User Behavior Models. Eren Manavoglu, Dmitry Pavlov, C. Lee Giles. ICDM 2003, 203-210. Web SearchBibTeXDownload
9Mixtures of Conditional Maximum Entropy Models. Dmitry Pavlov, Alexandrin Popescul, David M. Pennock, Lyle H. Ungar. ICML 2003, 584-591. Web SearchBibTeX
8Beyond Independence: Probabilistic Models for Query Approximation on Binary Transaction Data. Dmitry Pavlov, Heikki Mannila, Padhraic Smyth. IEEE Trans. Knowl. Data Eng. (15): 1409-1421 (2003). Cited by 57Web SearchBibTeXDownload
7Approximate Query Answering by Model Averaging. Dmitry Pavlov, Padhraic Smyth. SDM 2003. Web SearchBibTeXDownload
2002
6A Maximum Entropy Approach to Collaborative Filtering in Dynamic, Sparse, High-Dimensional Domains. Dmitry Pavlov, David M. Pennock. NIPS 2002, 1441-1448. Web SearchBibTeXDownload
2001
5Probabilistic query models for transaction data. Dmitry Pavlov, Padhraic Smyth. KDD 2001, 164-173. Web SearchBibTeXDownload
2000
4Scaling-Up Support Vector Machines Using Boosting Algorithm. Dmitry Pavlov, Jianchang Mao, Byron Dom. ICPR 2000, 2219-2222. Web SearchBibTeXDownload
3Towards scalable support vector machines using squashing. Dmitry Pavlov, Darya Chudova, Padhraic Smyth. KDD 2000, 295-299. Web SearchBibTeXDownload
2Probabilistic Models for Query Approximation with Large Sparse Binary Data Sets. Dmitry Pavlov, Heikki Mannila, Padhraic Smyth. UAI 2000, 465-472. Cited by 19Web SearchBibTeXDownload
1999
1Prediction with Local Patterns using Cross-Entropy. Heikki Mannila, Dmitry Pavlov, Padhraic Smyth. KDD 1999, 357-361. Cited by 27Web SearchBibTeXDownload
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References
1. ^ KDD 2009: Industrial Track Program Committee - Retrieved 2009-11-21 - details
2. ^ WWW2006 - Refereeed Track: Data Mining - Retrieved 2011-03-19 - details
3. ^ KDD 2005 - organizers: Aug 21-24, Chicago, IL. USA - Retrieved 2011-06-19 - details
4. ^ KDD 2005 - draft program: Aug 21-24, Chicago, IL. USA - Retrieved 2011-06-19 - details
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