Philip Long

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Rocco Anthony ServedioDepartment of Computer Science, Columbia UniversityGeverifieerd e-mailadres voor cs.columbia.edu
Peter BartlettProfessor, EECS and Statistics, UC BerkeleyGeverifieerd e-mailadres voor cs.berkeley.edu
Jeffrey S. VitterDistinguished Professor of Computer & Information Science and Chancellor of the Univ. of MississippiGeverifieerd e-mailadres voor OleMiss.edu
Yi LiThe Jackson laboratoryGeverifieerd e-mailadres voor jax.org
Manfred K. WarmuthProfessor of Computer Science, University of California at Santa CruzGeverifieerd e-mailadres voor ucsc.edu
Sanjoy DasguptaProfessor of Computer Science, University of California, San DiegoGeverifieerd e-mailadres voor eng.ucsd.edu
Chia-Lin WeiThe Jackson LaboratoryGeverifieerd e-mailadres voor jax.org
Ee Chee RENSenior Principal Investigator, Singapore Immunology NetworkGeverifieerd e-mailadres voor immunol.a-star.edu.sg
Maria-Florina BalcanProfessor, School of Computer Science, Carnegie Mellon UniversityGeverifieerd e-mailadres voor cs.cmu.edu
Lawrence W. StantonQatar Biomedical Research InstituteGeverifieerd e-mailadres voor hbku.edu.qa
Dzung HoangApple, Inc.Geverifieerd e-mailadres voor alumni.brown.edu
Aravind SrinivasanProfessor of Computer Science, University of MarylandGeverifieerd e-mailadres voor cs.umd.edu
Peter AuerMontanuniversität LeobenGeverifieerd e-mailadres voor unileoben.ac.at
David HausslerScientific Director, UC Santa Cruz Genomics Institute, University of California, Santa CruzGeverifieerd e-mailadres voor soe.ucsc.edu
Lance David MillerAssociate professor of Cancer Biology, Wake Forest School of MedicineGeverifieerd e-mailadres voor wakehealth.edu
Hanie SedghiResearch Scientist, Google BrainGeverifieerd e-mailadres voor google.com
Dr FM Amirul Islam, Senior Lecturer an...Swinburne University of TechnologyGeverifieerd e-mailadres voor swin.edu.au
pranjal awasthiRutgers UniversityGeverifieerd e-mailadres voor rutgers.edu
Naoki AbeIBM ResearchGeverifieerd e-mailadres voor us.ibm.com
Nicolò Cesa-BianchiProfessor of Computer Science, Università degli Studi di MilanoGeverifieerd e-mailadres voor unimi.it

Philip Long

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Machine Learning


Titel Sorteren op citaties Sorteren op jaar Sorteren op titel	Geciteerd door Geciteerd door	Jaar
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	2396	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	638	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; author reply 393, 2003	420	2003
Random classification noise defeats all convex potential boosters PM Long, RA Servedio Machine learning 78 (3), 287-304, 2010	286	2010
Performance guarantees for hierarchical clustering S Dasgupta, PM Long Journal of Computer and System Sciences 70 (4), 555-569, 2005	278	2005
The relaxed online maximum margin algorithm Y Li, PM Long Machine Learning 46 (1), 361-387, 2002	277	2002
Tracking drifting concepts by minimizing disagreements DP Helmbold, PM Long Machine learning 14 (1), 27-45, 1994	234*	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	201	2002
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	198*	1996
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	193	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	180	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	175	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	171	2003
Reinforcement learning with immediate rewards and linear hypotheses N Abe, AW Biermann, PM Long Algorithmica 37 (4), 263-293, 2003	133*	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	133*	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	133	1995
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	132	2014
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	125	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	124	1998
Benign overfitting in linear regression PL Bartlett, PM Long, G Lugosi, A Tsigler Proceedings of the National Academy of Sciences, 2020	116	2020

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