دنبال کردن
Robert C. Williamson
Robert C. Williamson
University of Tübingen
ایمیل تأیید شده در uni-tuebingen.de - صفحهٔ اصلی
عنوان
نقل شده توسط
نقل شده توسط
سال
Estimating the support of a high-dimensional distribution‏
B Schölkopf, JC Platt, J Shawe-Taylor, AJ Smola, RC Williamson‏
Neural computation 13 (7), 1443-1471, 2001‏
76842001
New support vector algorithms‏
B Schölkopf, AJ Smola, RC Williamson, PL Bartlett‏
Neural computation 12 (5), 1207-1245, 2000‏
36372000
Support vector method for novelty detection‏
B Schölkopf, RC Williamson, A Smola, J Shawe-Taylor, J Platt‏
Advances in neural information processing systems 12, 1999‏
33041999
A Generalized Representer Theorem‏
B Scholkopf, R Herbrich, A Smola, R Williamson‏
24032000
Online learning with kernels‏
J Kivinen, AJ Smola, RC Williamson‏
IEEE transactions on signal processing 52 (8), 2165-2176, 2004‏
13932004
Structural risk minimization over data-dependent hierarchies‏
J Shawe-Taylor, PL Bartlett, RC Williamson, M Anthony‏
IEEE transactions on Information Theory 44 (5), 1926-1940, 1998‏
7651998
The cost of fairness in binary classification‏
AK Menon, RC Williamson‏
Conference on Fairness, accountability and transparency, 107-118, 2018‏
5572018
Probabilistic arithmetic. I. Numerical methods for calculating convolutions and dependency bounds‏
RC Williamson, T Downs‏
International journal of approximate reasoning 4 (2), 89-158, 1990‏
5441990
Clustering: Science or art?‏
U von Luxburg, R Williamson, I Guyon‏
Journal of Machine Learning Research 27, 65-80, 2012‏
535*2012
Learning the kernel with hyperkernels‏
CS Ong, A Smola, B Williamson‏
Journal of Machine Learning Research 6, 1045-1071, 2005‏
4772005
Particle filtering algorithms for tracking an acoustic source in a reverberant environment‏
DB Ward, EA Lehmann, RC Williamson‏
IEEE Transactions on speech and audio processing 11 (6), 826-836, 2003‏
4502003
Theory and design of broadband sensor arrays with frequency invariant far‐field beam patterns‏
DB Ward, RA Kennedy, RC Williamson‏
The Journal of the Acoustical Society of America 97 (2), 1023-1034, 1995‏
3951995
Learning with symmetric label noise: The importance of being unhinged‏
B Van Rooyen, A Menon, RC Williamson‏
Advances in neural information processing systems 28, 2015‏
3812015
A PAC analysis of a Bayesian estimator‏
J Shawe-Taylor, RC Williamson‏
Proceedings of the tenth annual conference on Computational learning theory, 2-9, 1997‏
3131997
Learning from corrupted binary labels via class-probability estimation‏
A Menon, B Van Rooyen, CS Ong, B Williamson‏
International conference on machine learning, 125-134, 2015‏
2882015
The need for open source software in machine learning‏
SÃ Sonnenburg, ML Braun, CS Ong, S Bengio, L Bottou, G Holmes, ...‏
Journal of Machine Learning Research 8 (Oct), 2443-2466, 2007‏
2842007
Composite binary losses‏
MD Reid, RC Williamson‏
The Journal of Machine Learning Research 11, 2387-2422, 2010‏
2652010
Shrinking the tube: a new support vector regression algorithm‏
B Schölkopf, P Bartlett, A Smola, RC Williamson‏
Advances in neural information processing systems 11, 1998‏
2651998
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
2351996
Information, Divergence and Risk for Binary Experiments.‏
MD Reid, RC Williamson‏
Journal of Machine Learning Research 12 (3), 2011‏
2332011
سیستم در حال حاضر قادر به انجام عملکرد نیست. بعداً دوباره امتحان کنید.
مقاله‌ها 1–20