-
1
-
-
0027802035
-
Scale-sensitive dimensions, uniform convergence and learnability
-
IEEE Computer Society, Los Alamitos, CA
-
N. ALON, S. BEN-DAVID, N. CESA-BIANCHI, AND D. HAUSSLER, Scale-sensitive dimensions, uniform convergence and learnability, in Proceedings of the 34th IEEE Symposium on Foundations of Computer Science, IEEE Computer Society, Los Alamitos, CA, 1993, pp. 292-301.
-
(1993)
Proceedings of the 34th IEEE Symposium on Foundations of Computer Science
, pp. 292-301
-
-
Alon, N.1
Ben-David, S.2
Cesa-Bianchi, N.3
Haussler, D.4
-
2
-
-
0000710299
-
Learning from noisy examples
-
D. ANGLUIN AND P. LAIRD, Learning from noisy examples, Mach. Learning, 2 (1988), pp. 319-342.
-
(1988)
Mach. Learning
, vol.2
, pp. 319-342
-
-
Angluin, D.1
Laird, P.2
-
4
-
-
0030495383
-
Valid generalization from approximate interpolation
-
M. ANTHONY, P. L BARTLETT, Y. ISHAI, AND J. SHAWE-TAYLOR, Valid generalization from approximate interpolation, Combin. Probab. Comput., 5 (1996), pp. 191-214.
-
(1996)
Combin. Probab. Comput.
, vol.5
, pp. 191-214
-
-
Anthony, M.1
Bartlett, P.L.2
Ishai, Y.3
Shawe-Taylor, J.4
-
5
-
-
85044551501
-
Reconstructing algebraic functions from mixed data
-
IEEE Computer Society, Los Alamitos, CA
-
S. AR, R. LIPTON, R. RUBENFELD, AND M. SUDAN, Reconstructing algebraic functions from mixed data, in Proceedings of the 33rd IEEE Symposium on Foundations of Computer Science, IEEE Computer Society, Los Alamitos, CA, 1992, pp. 503-511.
-
(1992)
Proceedings of the 33rd IEEE Symposium on Foundations of Computer Science
, pp. 503-511
-
-
Ar, S.1
Lipton, R.2
Rubenfeld, R.3
Sudan, M.4
-
6
-
-
84955592917
-
Fat shattering and the learnability of real-valued functions
-
New Brunswick, NJ
-
P. L. BARTLETT, P. M. LONG, AND R. C. WILLIAMSON, Fat shattering and the learnability of real-valued functions, in Proceedings of the 7th ACM Symposium on Computer Learning Theory, New Brunswick, NJ, 1994, pp. 299-310.
-
(1994)
Proceedings of the 7th ACM Symposium on Computer Learning Theory
, pp. 299-310
-
-
Bartlett, P.L.1
Long, P.M.2
Williamson, R.C.3
-
8
-
-
85037474355
-
-
Error Correction of Algebraic Block Codes, U.S. Patent 4,633,470, 1970
-
E. BERLEKAMP AND L. WELCH, Error Correction of Algebraic Block Codes, U.S. Patent 4,633,470, 1970.
-
-
-
Berlekamp, E.1
Welch, L.2
-
9
-
-
0024750852
-
Learnability and the Vapnik-Chervonenkis dimension
-
A. BLUMER, A. EHRENFEUCHT, D. HAUSSLER, AND M. WARMUTH, Learnability and the Vapnik-Chervonenkis dimension, J. ACM, 36 (1991), pp. 929-965.
-
(1991)
J. ACM
, vol.36
, pp. 929-965
-
-
Blumer, A.1
Ehrenfeucht, A.2
Haussler, D.3
Warmuth, M.4
-
12
-
-
0025694134
-
Fast parallel algorithms for sparse multivariate polynomial interpolation over finite fields
-
D. Y. GRIGORIEV, M. KARPINSKI, AND M. F. SINGER, Fast parallel algorithms for sparse multivariate polynomial interpolation over finite fields, SIAM J. Comput., 19 (1990), pp. 1059-1063.
-
(1990)
SIAM J. Comput.
, vol.19
, pp. 1059-1063
-
-
Grigoriev, D.Y.1
Karpinski, M.2
Singer, M.F.3
-
13
-
-
0002192516
-
Generalizing the PAC model for neural net and other learning applications
-
D. HAUSSLER, Generalizing the PAC model for neural net and other learning applications, Inform. and Comput., 100 (1992), pp. 78-150.
-
(1992)
Inform. and Comput.
, vol.100
, pp. 78-150
-
-
Haussler, D.1
-
14
-
-
84916567651
-
-
Tech. Report UCSC-CRL-90-15, University of California, Santa Cruz, CA
-
D. HAUSSLER AND P. LONG, A Generalization of Sauer's Lemma, Tech. Report UCSC-CRL-90-15, University of California, Santa Cruz, CA, 1990.
-
(1990)
A Generalization of Sauer's Lemma
-
-
Haussler, D.1
Long, P.2
-
15
-
-
0023033490
-
An optimal algorithm for approximating a piecewise linear function
-
H. IMAI AND M. IRI, An optimal algorithm for approximating a piecewise linear function, J. Inform. Processing, 9 (1986), pp. 159-162.
-
(1986)
J. Inform. Processing
, vol.9
, pp. 159-162
-
-
Imai, H.1
Iri, M.2
-
17
-
-
0027640858
-
Learning in the presence of malicious errors
-
M. KEARNS AND M. LI, Learning in the presence of malicious errors, SIAM J. Comput., 22 (1993), pp. 807-837.
-
(1993)
SIAM J. Comput.
, vol.22
, pp. 807-837
-
-
Kearns, M.1
Li, M.2
-
18
-
-
0025794545
-
Efficient distribution-free learning of probabilistic concepts
-
IEEE Computer Society, Los Alamitos, CA
-
M. KEARNS AND R. E. SCHAPIRE, Efficient distribution-free learning of probabilistic concepts, in Proceedings of the IEEE Symposium on Foundations of Computer Science, IEEE Computer Society, Los Alamitos, CA, 1990, pp. 382-391.
-
(1990)
Proceedings of the IEEE Symposium on Foundations of Computer Science
, pp. 382-391
-
-
Kearns, M.1
Schapire, R.E.2
-
20
-
-
0000378526
-
On learning sets and functions
-
B. K. NATARAJAN, On learning sets and functions, Mach. Learning, 4 (1989), pp. 67-97.
-
(1989)
Mach. Learning
, vol.4
, pp. 67-97
-
-
Natarajan, B.K.1
-
23
-
-
0029405853
-
Filtering random noise from deterministic signals via data compression
-
Nov.
-
B. K. NATARAJAN, Filtering random noise from deterministic signals via data compression, IEEE Trans. Signal Processing, (Nov., 1995).
-
(1995)
IEEE Trans. Signal Processing
-
-
Natarajan, B.K.1
-
28
-
-
0025387891
-
On some link distance problems in a simple polygon
-
S. SURI, On some link distance problems in a simple polygon, IEEE Trans. Robotics Automation, 6 (1988), pp. 108-113.
-
(1988)
IEEE Trans. Robotics Automation
, vol.6
, pp. 108-113
-
-
Suri, S.1
-
29
-
-
0001024505
-
On the uniform convergence of relative frequencies of events to their probabilities
-
V. N. VAPNIK AND A. Y. CHERVONENKIS, On the uniform convergence of relative frequencies of events to their probabilities, Theory Probab. Appl., 16 (1970), pp. 264-280.
-
(1970)
Theory Probab. Appl.
, vol.16
, pp. 264-280
-
-
Vapnik, V.N.1
Chervonenkis, A.Y.2
|