-
1
-
-
0000492326
-
Learning from noisy examples
-
D. Angluin and P. Laird, Learning from noisy examples, Machine Learning 2 (1988), 343-370.
-
(1988)
Machine Learning
, vol.2
, pp. 343-370
-
-
Angluin, D.1
Laird, P.2
-
2
-
-
85013576689
-
Theory and applications of agnostic PAC-learning with small decision trees
-
P. Auer, R. Holte, and W. Maass, Theory and applications of agnostic PAC-learning with small decision trees, in "Proc. 12th International Machine Learning Conference, 1995," pp. 21-29.
-
Proc. 12th International Machine Learning Conference, 1995
, pp. 21-29
-
-
Auer, P.1
Holte, R.2
Maass, W.3
-
4
-
-
51249163483
-
Product range spaces, sensitive sampling, and derandomization
-
H. Bronnimann, B. Chazelle, and J. Matousek, Product range spaces, sensitive sampling, and derandomization, in "Proc. 34th Ann. IEEE Symposium on Foundations of Computer Science, 1993," pp. 143-155.
-
Proc. 34th Ann. IEEE Symposium on Foundations of Computer Science, 1993
, pp. 143-155
-
-
Bronnimann, H.1
Chazelle, B.2
Matousek, J.3
-
5
-
-
0002117591
-
A further comparison of splitting rules for decision-tree induction
-
W. Buntine and T. Niblett, A further comparison of splitting rules for decision-tree induction, Machine Learning 8 (1992), 75-82.
-
(1992)
Machine Learning
, vol.8
, pp. 75-82
-
-
Buntine, W.1
Niblett, T.2
-
11
-
-
0027798749
-
Random-edge discrepancy of supersampling patterns
-
D. Dobkin, and D. Mitchell, Random-edge discrepancy of supersampling patterns, in "Graphics Interface '93," 1993.
-
(1993)
Graphics Interface '93
-
-
Dobkin, D.1
Mitchell, D.2
-
13
-
-
0000019106
-
Orienting polygonal parts without sensors
-
K. Y. Goldberg, Orienting polygonal parts without sensors, Algorithmica 10 (1993), 201-226.
-
(1993)
Algorithmica
, vol.10
, pp. 201-226
-
-
Goldberg, K.Y.1
-
14
-
-
85029981112
-
-
Ph.D. thesis, Princeton University Department of Computer Science
-
D. Gunopulos, "Computing the Discrepancy," Ph.D. thesis, Princeton University Department of Computer Science, 1995.
-
(1995)
Computing the Discrepancy
-
-
Gunopulos, D.1
-
15
-
-
0014705837
-
A retrospective and prospective survey of the Monte Carlo method
-
J. H. Halton, A retrospective and prospective survey of the Monte Carlo method, SIAM Rev. 12 (1970), 1.
-
(1970)
SIAM Rev.
, vol.12
, pp. 1
-
-
Halton, J.H.1
-
16
-
-
0002192516
-
Decision theoretic generations of the PAC-model for neural nets and other applications
-
D. Haussler, Decision theoretic generations of the PAC-model for neural nets and other applications, Inform. and Comput. 100 (1992), 78-150.
-
(1992)
Inform. and Comput.
, vol.100
, pp. 78-150
-
-
Haussler, D.1
-
19
-
-
0027580356
-
Very simple classification rules perform well on most commonly used datasets
-
R. C. Holte, Very simple classification rules perform well on most commonly used datasets, Machine Learning 11 (1993), 63-91.
-
(1993)
Machine Learning
, vol.11
, pp. 63-91
-
-
Holte, R.C.1
-
20
-
-
0003620778
-
-
Addison-Wesley, Reading, MA
-
J. E. Hopcroft and J. D. Ullman, "Introduction to Automata Theory, Languages and Computation," Addison-Wesley, Reading, MA, 1979.
-
(1979)
Introduction to Automata Theory, Languages and Computation
-
-
Hopcroft, J.E.1
Ullman, J.D.2
-
21
-
-
0022761447
-
The rendering equation
-
J. T. Kajiya, The rendering equation, Comput. Graphics 20 (1986), 143-150.
-
(1986)
Comput. Graphics
, vol.20
, pp. 143-150
-
-
Kajiya, J.T.1
-
23
-
-
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), 807-1837.
-
(1993)
SIAM J. Comput.
, vol.22
, pp. 807-1837
-
-
Kearns, M.1
Li, M.2
-
25
-
-
0026965935
-
Toward efficient agnostic learning
-
M. Kearns, R. E. Schapire, and L. M. Sellie, Toward efficient agnostic learning, in "Proc. of the 5th ACM Workshop on Computational Learning Theory, 1992," pp. 341-352.
-
Proc. of the 5th ACM Workshop on Computational Learning Theory, 1992
, pp. 341-352
-
-
Kearns, M.1
Schapire, R.E.2
Sellie, L.M.3
-
26
-
-
0002745071
-
Een algemeene stelling uit de theorie der gelijkmatige verdeeling modulo 1
-
J. F. Koksma, Een algemeene stelling uit de theorie der gelijkmatige verdeeling modulo 1, Mathematica B (Zutphen) 11 (1942/1943), pp. 7-11.
-
(1942)
Mathematica B (Zutphen)
, vol.11
, pp. 7-11
-
-
Koksma, J.F.1
-
29
-
-
0026368950
-
Discrepancy and ε-approximations for bounded VC-dimension
-
J. Matousek, E. Welzl, and L. Wernish, Discrepancy and ε-approximations for bounded VC-dimension, in "Proc. of the 25th ACM Symposium on the Theory of Computing, 1993," pp. 424-430.
-
Proc. of the 25th ACM Symposium on the Theory of Computing, 1993
, pp. 424-430
-
-
Matousek, J.1
Welzl, E.2
Wernish, L.3
-
31
-
-
85029977780
-
-
Ph.D. thesis, Princeton University Department of Computer Science, to appear
-
D. Mitchell, Ph.D. thesis, Princeton University Department of Computer Science, to appear.
-
-
-
Mitchell, D.1
-
32
-
-
79952785777
-
An empirical comparison of pruning methods for decision tree induction
-
J. Mingers, An empirical comparison of pruning methods for decision tree induction, Machine Learning 4 (1989), 227-243.
-
(1989)
Machine Learning
, vol.4
, pp. 227-243
-
-
Mingers, J.1
-
33
-
-
0000997571
-
Quasi-Monte Carlo methods and pseudo-random numbers
-
H. Niederreiter, Quasi-Monte Carlo methods and pseudo-random numbers, Bull. Amer. Math. Soc. 84, No. 6 (1978), 957-1041.
-
(1978)
Bull. Amer. Math. Soc.
, vol.84
, Issue.6
, pp. 957-1041
-
-
Niederreiter, H.1
-
34
-
-
0346355945
-
Quasirandom sampling computer graphics
-
H. Niederreiter, Quasirandom sampling computer graphics, in "Proc. 3rd Internal Seminar on Digital Image Processing in Medicine, Riga, Latvia, 1992," pp. 29-33.
-
Proc. 3rd Internal Seminar on Digital Image Processing in Medicine, Riga, Latvia, 1992
, pp. 29-33
-
-
Niederreiter, H.1
-
35
-
-
0019625505
-
Maintenance of configurations in the plane
-
M. Overmars and J. van Leeuwen, Maintenance of configurations in the plane, J. Comput. System Sci. 23 (1981), 166-204.
-
(1981)
J. Comput. System Sci.
, vol.23
, pp. 166-204
-
-
Overmars, M.1
Van Leeuwen, J.2
-
37
-
-
0018491099
-
An optimal real time algorithm for planar convex hulls
-
F. Preparata, An optimal real time algorithm for planar convex hulls, Comm. ACM 22 (1919).
-
(1919)
Comm. ACM
, vol.22
-
-
Preparata, F.1
-
39
-
-
0002856032
-
Discrepancy as a quality measure for sample distributions
-
P. Shirley, Discrepancy as a quality measure for sample distributions, in "Proceedings of Eurographics '91," pp. 183-193.
-
Proceedings of Eurographics '91
, pp. 183-193
-
-
Shirley, P.1
-
40
-
-
0043035056
-
Sharper bounds for empirical processes
-
to appear
-
M. Talagrand, Sharper bounds for empirical processes, Ann. of Probab. Appl., to appear.
-
Ann. of Probab. Appl.
-
-
Talagrand, M.1
-
41
-
-
0347654334
-
Recent progress in information-based complexity
-
J. F. Traub and H. Wozniakowski, Recent progress in information-based complexity, Bull. EATCS 51 (1993).
-
(1993)
Bull. EATCS
, vol.51
-
-
Traub, J.F.1
Wozniakowski, H.2
-
42
-
-
0021518106
-
A theory of the learnable
-
L. G. Valiant, A theory of the learnable, Comm. ACM 27 (1984), 1134-1142.
-
(1984)
Comm. ACM
, vol.27
, pp. 1134-1142
-
-
Valiant, L.G.1
-
44
-
-
0001024505
-
On the uniform convergence of relative frequencies of events to their probabilities
-
V. N. Vapnik and A. Ya. Chervonenkis, On the uniform convergence of relative frequencies of events to their probabilities, Theory Probab. Appl. 16 (1971), 264-280.
-
(1971)
Theory Probab. Appl.
, vol.16
, pp. 264-280
-
-
Vapnik, V.N.1
Chervonenkis, A.Ya.2
-
45
-
-
0025492125
-
Maximizing the predictive value of production rules
-
S. M. Weiss, R. Galen and P. V. Tadepalli, Maximizing the predictive value of production rules, Artif. Intell. 45 (1900), 47-71.
-
(1900)
Artif. Intell.
, vol.45
, pp. 47-71
-
-
Weiss, S.M.1
Galen, R.2
Tadepalli, P.V.3
-
46
-
-
0001512820
-
An empirical comparison of pattern recognition, neural nets, and machine learning classification methods
-
Morgan Kauffmann
-
S. M. Weiss and I. Kapouleas, An empirical comparison of pattern recognition, neural nets, and machine learning classification methods, in "Proc. of the 11th International Joint Conference on Artificial Intelligence, 1990," pp. 781-787, Morgan Kauffmann.
-
Proc. of the 11th International Joint Conference on Artificial Intelligence, 1990
, pp. 781-787
-
-
Weiss, S.M.1
Kapouleas, I.2
-
48
-
-
46449084805
-
Explicit cost bounds of algorithms for multivariate tensor product problems
-
G. Wasilkowski and H. Wózniakowski, Explicit cost bounds of algorithms for multivariate tensor product problems, J. Complexity 11 (1995), 1-56.
-
(1995)
J. Complexity
, vol.11
, pp. 1-56
-
-
Wasilkowski, G.1
Wózniakowski, H.2
-
49
-
-
84967790439
-
Average case complexity of multivariate integration
-
H. Wozniakowski, Average case complexity of multivariate integration, Bull. Amer. Math. Soc. 24 (1991).
-
(1991)
Bull. Amer. Math. Soc.
, vol.24
-
-
Wozniakowski, H.1
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