| 2011 |
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| 9 | Group Orthogonal Matching Pursuit for Logistic Regression. Aurelie C. Lozano, Grzegorz Swirszcz, Naoki Abe. Journal of Machine Learning Research - Proceedings Track (15): 452-460 (2011). Web SearchBibTeXDownload |
| 2010 |
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| 8 | Medical data mining: insights from winning two competitions. Saharon Rosset, Claudia Perlich, Grzegorz Swirszcz, Prem Melville, Yan Liu. Data Min. Knowl. Discov. (20): 439-468 (2010). Web SearchBibTeXDownload |
| 7 | Traffic Velocity Prediction Using GPS Data: IEEE ICDM Contest Task 3 Report. Wei Shen, Yiannis Kamarianakis, Laura Wynter, Jingrui He, Qing He, Rick Lawrence, Grzegorz Swirszcz. ICDM Workshops 2010, 1369-1371. Web SearchBibTeXDownload |
| 6 | Ensemble-Based Method for Task 2: Predicting Traffic Jam. Jingrui He, Qing He, Grzegorz Swirszcz, Yiannis Kamarianakis, Rick Lawrence, Wei Shen, Laura Wynter. ICDM Workshops 2010, 1363-1365. Web SearchBibTeXDownload |
| 5 | On cross-validation and stacking: building seemingly predictive models on random data. Claudia Perlich, Grzegorz Swirszcz. SIGKDD Explorations (12): 11-15 (2010). Web SearchBibTeXDownload |
| 2009 |
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| 4 | Winning the KDD Cup Orange Challenge with Ensemble Selection. Alexandru Niculescu-Mizil, Claudia Perlich, Grzegorz Swirszcz, Vikas Sindhwani, Yan Liu, Prem Melville, Dong Wang, Jing Xiao, Jianying Hu, Moninder Singh, Wei Xiong Shang, Yan Feng Zhu. Journal of Machine Learning Research - Proceedings Track (7): 23-34 (2009). Web SearchBibTeXDownload |
| 3 | Grouped Orthogonal Matching Pursuit for Variable Selection and Prediction. Aurelie C. Lozano, Grzegorz Swirszcz, Naoki Abe. NIPS 2009, 1150-1158. Web SearchBibTeXDownload |
| 2008 |
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| 2 | Breast cancer identification: KDD CUP winner's report. Claudia Perlich, Prem Melville, Yan Liu, Grzegorz Swirszcz, Richard D. Lawrence, Saharon Rosset. SIGKDD Explorations (10): 39-42 (2008). Web SearchBibTeXDownload |
| 2007 |
|---|
| 1 | l1 Regularization in Infinite Dimensional Feature Spaces. Saharon Rosset, Grzegorz Swirszcz, Nathan Srebro, Ji Zhu. COLT 2007, 544-558. Web SearchBibTeXDownload |
