Philip Long

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Rocco Anthony ServedioDepartment of Computer Science, Columbia UniversityVerified email at cs.columbia.edu
Peter BartlettProfessor, EECS and Statistics, UC BerkeleyVerified email at cs.berkeley.edu
Jeffrey S. VitterDistinguished Professor of Computer & Information Science and Chancellor of the Univ. of MississippiVerified email at OleMiss.edu
Manfred K. Warmuthvisiting Google BrainVerified email at google.com
Yi LiThe Jackson laboratoryVerified email at jax.org
Chia-Lin WeiThe Jackson LaboratoryVerified email at jax.org
Sanjoy DasguptaProfessor of Computer Science, University of California, San DiegoVerified email at eng.ucsd.edu
Aravind SrinivasanProfessor of Computer Science and Distinguished University Professor, University of MarylandVerified email at umd.edu
Ee Chee RENSenior Principal Investigator, Singapore Immunology NetworkVerified email at immunol.a-star.edu.sg
Maria-Florina BalcanProfessor, School of Computer Science, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Lawrence W. StantonQatar Biomedical Research InstituteVerified email at hbku.edu.qa
Dzung HoangApple, Inc.Verified email at alumni.brown.edu
Hanie SedghiResearch Scientist, Google BrainVerified email at google.com
Peter AuerMontanuniversität LeobenVerified email at unileoben.ac.at
David HausslerScientific Director, UC Santa Cruz Genomics Institute, University of California, Santa CruzVerified email at soe.ucsc.edu
Lance David MillerAssociate professor of Cancer Biology, Wake Forest School of MedicineVerified email at wakehealth.edu
Dr FM Amirul Islam, Senior Lecturer an...Swinburne University of TechnologyVerified email at swin.edu.au
pranjal awasthiRutgers UniversityVerified email at rutgers.edu
Naoki AbeIBM ResearchVerified email at us.ibm.com
Nicolò Cesa-BianchiProfessor of Computer Science, Università degli Studi di MilanoVerified email at unimi.it

Philip Long

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Machine Learning


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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	2434	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	644	2003
Comment on"'Stemness': transcriptional profiling of embryonic and adult stem cells" and" a stem cell molecular signature" NO Fortunel, HH Otu, HH Ng, J Chen, X Mu, T Chevassut, X Li, M Joseph, ... Science (New York, NY) 302 (5644), 393, 2003	438	2003
Random classification noise defeats all convex potential boosters PM Long, RA Servedio Machine learning 78 (3), 287-304, 2010	293	2010
Performance guarantees for hierarchical clustering S Dasgupta, PM Long Journal of Computer and System Sciences 70 (4), 555-569, 2005	289	2005
The relaxed online maximum margin algorithm Y Li, PM Long Machine Learning 46 (1), 361-387, 2002	283	2002
Tracking drifting concepts by minimizing disagreements DP Helmbold, PM Long Machine learning 14 (1), 27-45, 1994	236*	1994
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	204*	1996
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	203	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	194	2005
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	186	1996
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	172	2003
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	165	2001
Benign overfitting in linear regression PL Bartlett, PM Long, G Lugosi, A Tsigler Proceedings of the National Academy of Sciences 117 (48), 30063-30070, 2020	146	2020
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	142	2014
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	135*	1995
Reinforcement learning with immediate rewards and linear hypotheses N Abe, AW Biermann, PM Long Algorithmica 37 (4), 263-293, 2003	134*	2003
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	134	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	127	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	126	1998

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