-
1
-
-
0027802035
-
Scale-sensitive dimensions, uniform convergence, and learnability
-
Alon, N., Ben-David, S., Cesa-Bianchi, N., and Haussler, D. 1993. Scale-sensitive dimensions, uniform convergence, and learnability. Symposium on Foundations of Computer Science.
-
(1993)
Symposium on Foundations of Computer Science
-
-
Alon, N.1
Ben-David, S.2
Cesa-Bianchi, N.3
Haussler, D.4
-
3
-
-
0004019773
-
-
Springer: New York
-
Devroye, L., Györfi, L., and Lugosi, G. 1996. A Probabilistic Theory of Pattern Recognition, No. 31 in Applications of Mathematics. Springer: New York.
-
(1996)
A Probabilistic Theory of Pattern Recognition, No. 31 in Applications of Mathematics
, vol.31
-
-
Devroye, L.1
Györfi, L.2
Lugosi, G.3
-
4
-
-
0002097878
-
Image representations for object detection using kernel classifiers
-
Taiwan, p. To appear
-
Evgeniou, T., Pontil, M., Papageorgiou, C., and Poggio, T. 2000. Image representations for object detection using kernel classifiers. In Proceedings ACCV. Taiwan, p. To appear.
-
(2000)
Proceedings ACCV
-
-
Evgeniou, T.1
Pontil, M.2
Papageorgiou, C.3
Poggio, T.4
-
5
-
-
0003798631
-
-
A.I. Memo No. 1654, Artificial Intelligence Laboratory, Massachusetts Institute of Technology
-
Evgeniou, T., Pontil, M., and Poggio, T. 1999. A unified framework for Regularization Networks and Support Vector Machines. A.I. Memo No. 1654, Artificial Intelligence Laboratory, Massachusetts Institute of Technology.
-
(1999)
A Unified Framework for Regularization Networks and Support Vector Machines
-
-
Evgeniou, T.1
Pontil, M.2
Poggio, T.3
-
6
-
-
0030414424
-
Facial analysis and synthesis using image-based models
-
Ezzat, T. and Poggio, T. 1996. Facial analysis and synthesis using image-based models. In Face and Gesture Recognition, pp. 116-121.
-
(1996)
Face and Gesture Recognition
, pp. 116-121
-
-
Ezzat, T.1
Poggio, T.2
-
7
-
-
0001219859
-
Regularization theory and neural networks architectures
-
Girosi, F., Jones, M., and Poggio, T. 1995. Regularization theory and neural networks architectures. Neural Computation, 7:219-269.
-
(1995)
Neural Computation
, vol.7
, pp. 219-269
-
-
Girosi, F.1
Jones, M.2
Poggio, T.3
-
9
-
-
0028460231
-
Efficient distribution-free learning of probabilistic concepts
-
Kearns, M. and Shapire, R. 1994. Efficient distribution-free learning of probabilistic concepts. Journal of Computer and Systems Sciences, 48(3):464-497.
-
(1994)
Journal of Computer and Systems Sciences
, vol.48
, Issue.3
, pp. 464-497
-
-
Kearns, M.1
Shapire, R.2
-
11
-
-
0031334889
-
An improved training algorithm for support vector machines
-
Amelia Island, FL
-
Osuna, E., Freund, R., and Girosi, F. 1997. An improved training algorithm for support vector machines. In IEEE Workshop on Neural Networks and Signal Processing, Amelia Island, FL.
-
(1997)
IEEE Workshop on Neural Networks and Signal Processing
-
-
Osuna, E.1
Freund, R.2
Girosi, F.3
-
12
-
-
0032317968
-
A general framework for object detection
-
Bombay, India
-
Papageorgiou, C., Oren, M., and Poggio, T. 1998. A general framework for object detection. In Proceedings of the International Conference on Computer Vision, Bombay, India.
-
(1998)
Proceedings of the International Conference on Computer Vision
-
-
Papageorgiou, C.1
Oren, M.2
Poggio, T.3
-
13
-
-
0003120218
-
Sequential minimal imization: A fast algorithm for training support vector machines
-
Microsoft Research
-
Platt, J.C. 1998. Sequential minimal imization: A fast algorithm for training support vector machines. Technical Report MST-TR-98-14, Microsoft Research.
-
(1998)
Technical Report MST-TR-98-14
-
-
Platt, J.C.1
-
16
-
-
0001024505
-
On the uniform convergence of relative frequences of events to their probabilities
-
Vapnik, V.N. and Chervonenkis, A.Y. 1971. On the uniform convergence of relative frequences of events to their probabilities. Th. Prob. and its Applications, 17(2):264-280.
-
(1971)
Th. Prob. And Its Applications
, vol.17
, Issue.2
, pp. 264-280
-
-
Vapnik, V.N.1
Chervonenkis, A.Y.2
|