| Breast cancer classification and prognosis based on gene expression profiles from a population-based study C Sotiriou, SY Neo, LM McShane, EL Korn, PM Long, A Jazaeri, P Martiat, ... Proceedings of the National Academy of Sciences 100 (18), 10393-10398, 2003 | 2295 | 2003 |
| Comparative full-length genome sequence analysis of 14 SARS coronavirus isolates and common mutations associated with putative origins of infection YJ Ruan, CL Wei, AE Ling, VB Vega, H Thoreau, SYS Thoe, JM Chia, ... The Lancet 361 (9371), 1779-1785, 2003 | 584 | 2003 |
| Comment on"'Stemness': transcriptional profiling of embryonic and adult stem cells" and" a stem cell molecular signature"(I) NO Fortunel, HH Otu, HH Ng, J Chen, X Mu, T Chevassut, X Li, M Joseph, ... Science 302 (5644), 393-393, 2003 | 428 | 2003 |
| The relaxed online maximum margin algorithm Y Li, PM Long Advances in neural information processing systems, 498-504, 2000 | 255 | 2000 |
| Performance guarantees for hierarchical clustering S Dasgupta, PM Long Journal of Computer and System Sciences 70 (4), 555-569, 2005 | 247 | 2005 |
| Random classification noise defeats all convex potential boosters PM Long, RA Servedio Machine learning 78 (3), 287-304, 2010 | 246 | 2010 |
| Tracking drifting concepts by minimizing disagreements DP Helmbold, PM Long Machine learning 14 (1), 27-45, 1994 | 228* | 1994 |
| Optimal gene expression analysis by microarrays LD Miller, PM Long, L Wong, S Mukherjee, LM McShane, ET Liu Cancer cell 2 (5), 353-361, 2002 | 199 | 2002 |
| Molecular changes from dysplastic nodule to hepatocellular carcinoma through gene expression profiling SW Nam, JY Park, A Ramasamy, S Shevade, A Islam, PM Long, CK Park, ... Hepatology 42 (4), 809-818, 2005 | 189 | 2005 |
| Worst-case quadratic loss bounds for prediction using linear functions and gradient descent N Cesa-Bianchi, PM Long, MK Warmuth IEEE Transactions on Neural Networks 7 (3), 604-619, 1996 | 179* | 1996 |
| Fat-shattering and the learnability of real-valued functions PL Bartlett, PM Long, RC Williamson Journal of Computer and System Sciences 52 (3), 434-452, 1996 | 171 | 1996 |
| Improved bounds on the sample complexity of learning Y Li, PM Long, A Srinivasan Journal of Computer and System Sciences 62 (3), 516-527, 2001 | 157 | 2001 |
| On the difficulty of approximately maximizing agreements S Ben-David, N Eiron, PM Long Journal of Computer and System Sciences 66 (3), 496-514, 2003 | 152 | 2003 |
| Adaptive disk spindown via optimal rent-to-buy in probabilistic environments P Krishnan, P Long, J Vitter Proceedings of the 12th International Conference on Machine Learning, 322-330, 1995 | 130* | 1995 |
| Characterizations of Learnability for Classes of {0,..., n}-Valued Functions S Bendavid, N Cesabianchi, D Haussler, PM Long Journal of Computer and System Sciences 50 (1), 74-86, 1995 | 125 | 1995 |
| Identification of discriminators of hepatoma by gene expression profiling using a minimal dataset approach SY Neo, CK Leow, VB Vega, PM Long, AFM Islam, PBS Lai, ET Liu, ... Hepatology 39 (4), 944-953, 2004 | 123 | 2004 |
| PAC learning axis-aligned rectangles with respect to product distributions from multiple-instance examples PM Long, L Tan Machine Learning 30 (1), 7-21, 1998 | 118 | 1998 |
| Reinforcement learning with immediate rewards and linear hypotheses N Abe, AW Biermann, PM Long Algorithmica 37 (4), 263-293, 2003 | 107* | 2003 |
| The power of localization for efficiently learning linear separators with noise P Awasthi, MF Balcan, PM Long Proceedings of the forty-sixth annual ACM symposium on Theory of computing …, 2014 | 97 | 2014 |
| On-line learning of linear functions N Littlestone, PM Long, MK Warmuth Proceedings of the twenty-third annual ACM symposium on Theory of computing …, 1991 | 96* | 1991 |
Rocco ServedioDepartment of Computer Science, Columbia UniversityDirección de correo verificada de cs.columbia.edu
