-
1
-
-
35348858944
-
Tracking the best hyperplane with a simple budget perceptron
-
Cavallanti, G., Cesa-Bianchi, N., & Gentile, C. (2007). Tracking the best hyperplane with a simple budget perceptron. Machine Learning, 69, 143-167.
-
(2007)
Machine Learning
, vol.69
, pp. 143-167
-
-
Cavallanti, G.1
Cesa-Bianchi, N.2
Gentile, C.3
-
2
-
-
4544304381
-
On the generalization ability of on-line learning algorithms
-
Cesa-Bianchi, N., Conconi, A., & Gentile, C. (2004). On the generalization ability of on-line learning algorithms. IEEE Trans. on Inf. Theory, 50, 2050-2057.
-
(2004)
IEEE Trans. on Inf. Theory
, vol.50
, pp. 2050-2057
-
-
Cesa-Bianchi, N.1
Conconi, A.2
Gentile, C.3
-
3
-
-
33746104458
-
Tracking the best hyperplane with a simple budget percep-tron
-
Cesa-Bianchi, N., & Gentile, C. (2006). Tracking the best hyperplane with a simple budget percep-tron. COLT (pp. 483-498).
-
(2006)
COLT
, pp. 483-498
-
-
Cesa-Bianchi, N.1
Gentile, C.2
-
4
-
-
85157960581
-
Implicit online learning with kernels
-
Cheng, L., Vishwanathan, S. V. N., Schuurmans, D., Wang, S., & Caelli, T. (2006). Implicit online learning with kernels. NIPS (pp. 249-256).
-
(2006)
NIPS
, pp. 249-256
-
-
Cheng, L.1
Vishwanathan, S.V.N.2
Schuurmans, D.3
Wang, S.4
Caelli, T.5
-
5
-
-
33646371466
-
Online passive-aggressive algorithms
-
Crammer, K., Dekel, O., Keshet, J., Shalev-Shwartz, S., & Singer, Y. (2006). Online passive-aggressive algorithms. JMLR, 7, 551-585.
-
(2006)
JMLR
, vol.7
, pp. 551-585
-
-
Crammer, K.1
Dekel, O.2
Keshet, J.3
Shalev-Shwartz, S.4
Singer, Y.5
-
7
-
-
0141496132
-
Ultraconservative online algorithms for multiclass problems
-
Crammer, K., & Singer, Y. (2003). Ultraconservative online algorithms for multiclass problems. JMLR, 3, 951-991.
-
(2003)
JMLR
, vol.3
, pp. 951-991
-
-
Crammer, K.1
Singer, Y.2
-
8
-
-
84864063405
-
The forgetron: A kernel-based perceptron on a fixed budget
-
Dekel, O., Shalev-Shwartz, S., & Singer, Y. (2005). The forgetron: A kernel-based perceptron on a fixed budget. NIPS.
-
(2005)
NIPS
-
-
Dekel, O.1
Shalev-Shwartz, S.2
Singer, Y.3
-
9
-
-
55249109544
-
The forgetron: A kernel-based perceptron on a budget
-
Dekel, O., Shalev-Shwartz, S., & Singer, Y. (2008). The forgetron: A kernel-based perceptron on a budget. SIAM J. Comput., 37, 1342-1372.
-
(2008)
SIAM J. Comput.
, vol.37
, pp. 1342-1372
-
-
Dekel, O.1
Shalev-Shwartz, S.2
Singer, Y.3
-
10
-
-
33749255397
-
Online multiclass learning by inter-class hypothesis sharing
-
Fink, M., Shalev-Shwartz, S., Singer, Y., & Ullman, S. (2006). Online multiclass learning by inter-class hypothesis sharing. ICML (pp. 313-320).
-
(2006)
ICML
, pp. 313-320
-
-
Fink, M.1
Shalev-Shwartz, S.2
Singer, Y.3
Ullman, S.4
-
11
-
-
0033281425
-
Large margin classification using the perceptron algorithm
-
Freund, Y., & Schapire, R. E. (1999). Large margin classification using the perceptron algorithm. Mach. Learn., 37, 277-296.
-
(1999)
Mach. Learn.
, vol.37
, pp. 277-296
-
-
Freund, Y.1
Schapire, R.E.2
-
12
-
-
84868111801
-
A new approximate maximal margin classification algorithm
-
Gentile, C. (2001). A new approximate maximal margin classification algorithm. JMLR, 2, 213-242.
-
(2001)
JMLR
, vol.2
, pp. 213-242
-
-
Gentile, C.1
-
15
-
-
84898964646
-
The relaxed online maximum margin algorithm
-
Li, Y., & Long, P. M. (1999). The relaxed online maximum margin algorithm. NIPS (pp. 498-504).
-
(1999)
NIPS
, pp. 498-504
-
-
Li, Y.1
Long, P.M.2
-
16
-
-
56449097022
-
The projectron: A bounded kernel-based perceptron
-
Orabona, F., Keshet, J., & Caputo, B. (2008). The projectron: a bounded kernel-based perceptron. ICML (pp. 720-727).
-
(2008)
ICML
, pp. 720-727
-
-
Orabona, F.1
Keshet, J.2
Caputo, B.3
-
17
-
-
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, 386-407.
-
(1958)
Psychological Review
, vol.65
, pp. 386-407
-
-
Rosenblatt, F.1
-
18
-
-
33746087078
-
Online learning meets optimization in the dual
-
Shalev-Shwartz, S., & Singer, Y. (2006). Online learning meets optimization in the dual. COLT (pp. 423-437).
-
(2006)
COLT
, pp. 423-437
-
-
Shalev-Shwartz, S.1
Singer, Y.2
-
19
-
-
84862600000
-
Online (and offline) on an even tighter budget
-
Weston, J., & Bordes, A. (2005). Online (and offline) on an even tighter budget. AISTATS (pp. 413-420).
-
(2005)
AISTATS
, pp. 413-420
-
-
Weston, J.1
Bordes, A.2
-
20
-
-
84858744194
-
Online learning by ellipsoid method
-
Yang, L., Jin, R., & Ye, J. (2009). Online learning by ellipsoid method. ICML (p. 145).
-
(2009)
ICML
, pp. 145
-
-
Yang, L.1
Jin, R.2
Ye, J.3
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