-
1
-
-
0000710299
-
Queries and concept learning
-
Angluin, D. (1988). Queries and concept learning. Machine Learning, 2(4), 319-342.
-
(1988)
Machine Learning
, vol.2
, Issue.4
, pp. 319-342
-
-
Angluin, D.1
-
2
-
-
0032140937
-
Tracking the best disjunction
-
Auer, P., & Warmuth, M. K. (1998). Tracking the best disjunction. Machine Learning, 32(2), 127-150.
-
(1998)
Machine Learning
, vol.32
, Issue.2
, pp. 127-150
-
-
Auer, P.1
Warmuth, M.K.2
-
4
-
-
0034497786
-
Using upper confidence bounds for online learning
-
Auer, P. (2000). Using Upper Confidence Bounds for Online Learning. In 41st FOCS, IEEE, pp. 270-279.
-
(2000)
41st FOCS, IEEE
, pp. 270-279
-
-
Auer, P.1
-
5
-
-
0035370926
-
Relative loss bounds for on-line density estimation with the exponential familiy of distributions
-
Azoury K. S., & Warmuth, M. K. (2001). Relative loss bounds for on-line density estimation with the exponential familiy of distributions. Machine Learning, 43(3), 211-246.
-
(2001)
Machine Learning
, vol.43
, Issue.3
, pp. 211-246
-
-
Azoury, K.S.1
Warmuth, M.K.2
-
7
-
-
0000430986
-
The perceptron: A model for brain functioning
-
Block, H. D. (1962). The perceptron: A model for brain functioning. Reviews of Modern Physics, 34, 123-135.
-
(1962)
Reviews of Modern Physics
, vol.34
, pp. 123-135
-
-
Block, H.D.1
-
8
-
-
0031140246
-
How to use expert advice
-
Cesa-Bianchi, N., Freund, Y., Haussler, D., Helmbold, D. P., Schapire, R. E., & Warmuth, M. K. (1997). How to use expert advice. J. ACM, 44(3), 427-485.
-
(1997)
J. ACM
, vol.44
, Issue.3
, pp. 427-485
-
-
Cesa-Bianchi, N.1
Freund, Y.2
Haussler, D.3
Helmbold, D.P.4
Schapire, R.E.5
Warmuth, M.K.6
-
9
-
-
84899015772
-
On the generalization ability of on-line learning algorithms
-
MIT Press, to appear
-
Cesa-Bianchi, N., Conconi, A., & Gentile, C. (2001). On the generalization ability of on-line learning algorithms. In NIPS 13, MIT Press, to appear.
-
(2001)
NIPS 13
-
-
Cesa-Bianchi, N.1
Conconi, A.2
Gentile, C.3
-
11
-
-
84989525001
-
Indexing by latent semantic analysis
-
Deerwester, S., Dumais, S. T., Furnas, G. W., Laundauer, T. K., & Harshman, R. A. (1990). Indexing by latent semantic analysis. Journal of the American Society for Information Science, 41(6), 391-407.
-
(1990)
Journal of the American Society for Information Science
, vol.41
, Issue.6
, pp. 391-407
-
-
Deerwester, S.1
Dumais, S.T.2
Furnas, G.W.3
Laundauer, T.K.4
Harshman, R.A.5
-
13
-
-
84898954071
-
Linear hinge loss and average margin
-
MIT Press
-
Gentile, C. & Warmuth, M. (1998). Linear hinge loss and average margin. In NIPS 10, MIT Press, pp. 225-231.
-
(1998)
NIPS 10
, pp. 225-231
-
-
Gentile, C.1
Warmuth, M.2
-
14
-
-
84868111801
-
A new approximate maximal margin classification algorithm
-
Gentile, C. (2001). A new approximate maximal margin classification algorithm. Journal of Machine Learning Research, 2, 213-242.
-
(2001)
Journal of Machine Learning Research
, vol.2
, pp. 213-242
-
-
Gentile, C.1
-
15
-
-
0035370643
-
General convergence results for linear discriminant updates
-
Grove, A. J., Littlestone, N., & Schuurmans, D. (2001). General convergence results for linear discriminant updates. Machine Learning Journal, 43(3), 173-210.
-
(2001)
Machine Learning Journal
, vol.43
, Issue.3
, pp. 173-210
-
-
Grove, A.J.1
Littlestone, N.2
Schuurmans, D.3
-
16
-
-
0032137328
-
Tracking the best expert
-
Herbster, M., & Warmuth, M. K. (1998). Tracking the best expert. Machine Learning Journal, 32(2), 151-178.
-
(1998)
Machine Learning Journal
, vol.32
, Issue.2
, pp. 151-178
-
-
Herbster, M.1
Warmuth, M.K.2
-
17
-
-
84942484786
-
Ridge regression: Biased estimation for nonorthogonal problems
-
Hoerl, A., & Kennard, R. (1970). Ridge regression: biased estimation for nonorthogonal problems. Technometrics, 12, 55-67.
-
(1970)
Technometrics
, vol.12
, pp. 55-67
-
-
Hoerl, A.1
Kennard, R.2
-
19
-
-
0031375503
-
The perceptron algorithm vs. Winnow: Linear vs. Logarithmic mistake bounds when few input variables are relevant
-
Kivinen, J., Warmuth, M. K., & Auer, P. (1997). The perceptron algorithm vs. winnow: linear vs. logarithmic mistake bounds when few input variables are relevant. Artificial Intelligence, 97, 325-343.
-
(1997)
Artificial Intelligence
, vol.97
, pp. 325-343
-
-
Kivinen, J.1
Warmuth, M.K.2
Auer, P.3
-
20
-
-
0036161258
-
The relaxed online maximum margin algorithm
-
Li, Y., & Long, P. (2002). The relaxed online maximum margin algorithm. Machine Learning Journal, 46(1/3), 361-387.
-
(2002)
Machine Learning Journal
, vol.46
, Issue.1-3
, pp. 361-387
-
-
Li, Y.1
Long, P.2
-
21
-
-
34250091945
-
Learning quickly when irrelevant attributes abound: A new linear-threshold algorithm
-
Littlestone, N. (1988). Learning quickly when irrelevant attributes abound: a new linear-threshold algorithm. Machine Learning, 2(4), 285-318.
-
(1988)
Machine Learning
, vol.2
, Issue.4
, pp. 285-318
-
-
Littlestone, N.1
-
22
-
-
35148838877
-
The weighted majority algorithm
-
Littlestone, N., & Warmuth, M. K. (1994). The weighted majority algorithm. Information and Computation, 108:2, 212-261.
-
(1994)
Information and Computation
, vol.108
, Issue.2
, pp. 212-261
-
-
Littlestone, N.1
Warmuth, M.K.2
-
25
-
-
34250653849
-
-
Cambridge University Press
-
Press, W. H., Flannery, B. P., Teukolsky, S. A., & Wetterling. W. T. (1989). Numerical Recipes in Pascal. Cambridge University Press.
-
(1989)
Numerical Recipes in Pascal
-
-
Press, W.H.1
Flannery, B.P.2
Teukolsky, S.A.3
Wetterling, W.T.4
-
26
-
-
11144273669
-
The perceptron: A probabilistic model for information storage and organization in the brain
-
Rosenblatt, F. (1958). The perceptron: A probabilistic model for information storage and organization in the brain. Psychological Review, 65, 386-408.
-
(1958)
Psychological Review
, vol.65
, pp. 386-408
-
-
Rosenblatt, F.1
-
28
-
-
85048665932
-
Aggregating strategies
-
Morgan Kaufmann
-
Vovk, V. (1990). Aggregating strategies. In 3rd COLT, Morgan Kaufmann, pp. 371-383.
-
(1990)
3rd COLT
, pp. 371-383
-
-
Vovk, V.1
-
29
-
-
0035413537
-
Competitive on-line statistics
-
Vovk, V. (2001). Competitive on-line statistics. International Statistical Review, 69, 213-248.
-
(2001)
International Statistical Review
, vol.69
, pp. 213-248
-
-
Vovk, V.1
-
30
-
-
0006489819
-
-
Technical Report NC-TR-99-055, NeuroCOLT
-
Williamson, R. C., Shawe-Taylor, J., Schölkopf, B., & Smola, A. (1999). Sample based generalization bounds. Technical Report NC-TR-99-055, NeuroCOLT.
-
(1999)
Sample Based Generalization Bounds
-
-
Williamson, R.C.1
Shawe-Taylor, J.2
Schölkopf, B.3
Smola, A.4
|