Philip Long

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Peter BartlettProfessor, EECS and Statistics, UC BerkeleyVerified email at cs.berkeley.edu
Rocco Anthony ServedioDepartment of Computer Science, Columbia UniversityVerified email at columbia.edu
Edison T LiuThe Jackson LaboratoryVerified email at jax.org
Jeffrey S. VitterDistinguished Professor Emeritus of Computer & Information Science and Chancellor of the Univ. ofVerified email at OleMiss.edu
Yi LiThe Jackson laboratory, Associate Director of Machine Learning & ImagingVerified email at jax.org
Manfred K. Warmuthvisiting Google BrainVerified email at google.com
Niladri S. ChatterjiPostdoctoral Researcher, Department of Computer Science, Stanford UniversityVerified email at cs.stanford.edu
Chia-Lin WeiThe Jackson LaboratoryVerified email at jax.org
Yijun RuanProfessor and Director, Genomic SciencesVerified email at jax.org
Sanjoy DasguptaProfessor of Computer Science, University of California, San DiegoVerified email at eng.ucsd.edu
Hanie SedghiSenior Research Scientist, Google DeepMindVerified email at google.com
Maria-Florina BalcanProfessor, School of Computer Science, Carnegie Mellon UniversityVerified email at cs.cmu.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
Lawrence W. StantonQatar Biomedical Research InstituteVerified email at hbku.edu.qa
Dzung HoangApple, Inc.Verified email at alumni.brown.edu
Shai Ben-DavidUniverity of Waterloo, CanadaVerified email at uwaterloo.ca
Nicolò Cesa-BianchiProfessor of Computer Science, Università degli Studi di MilanoVerified email at unimi.it
Gabor LugosiICREA and Universitat Pompeu FabraVerified email at upf.edu
Alexander TsiglerPhD, UC BerkeleyVerified email at berkeley.edu

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	2654	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	703	2003
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	594	2020
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	469	2003
Random classification noise defeats all convex potential boosters PM Long, RA Servedio Proceedings of the 25th international conference on Machine learning, 608-615, 2008	336	2008
Performance guarantees for hierarchical clustering S Dasgupta, PM Long Journal of Computer and System Sciences 70 (4), 555-569, 2005	328	2005
The relaxed online maximum margin algorithm Y Li, P Long Advances in neural information processing systems 12, 1999	295	1999
Tracking drifting concepts by minimizing disagreements DP Helmbold, PM Long Machine learning 14, 27-45, 1994	255*	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	221*	1996
Reinforcement learning with immediate rewards and linear hypotheses N Abe, AW Biermann, PM Long Algorithmica 37, 263-293, 2003	217*	2003
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	212	2002
Fat-shattering and the learnability of real-valued functions PL Bartlett, PM Long, RC Williamson Proceedings of the seventh annual conference on Computational learning …, 1994	209	1994
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	205	2001
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	204	2005
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	194	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	188	2014
The singular values of convolutional layers H Sedghi, V Gupta, PM Long arXiv preprint arXiv:1805.10408, 2018	173	2018
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	162	1995
Active and passive learning of linear separators under log-concave distributions MF Balcan, P Long Conference on Learning Theory, 288-316, 2013	151	2013
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	143*	1995

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