-
6
-
-
0013454820
-
On the complexity of learning from drifting distributions
-
Barve, R.D., & Long, P.M. (1997). On the complexity of learning from drifting distributions. Information and Computation, 138(2), 101-123.
-
(1997)
Information and Computation
, vol.138
, Issue.2
, pp. 101-123
-
-
Barve, R.D.1
Long, P.M.2
-
8
-
-
0024750852
-
Learnability and the Vapnik-Chervonenkis dimension
-
Blumer, A., Ehrenfeucht, A., Haussler, D., & Warmuth, M.K. (1989). Learnability and the Vapnik-Chervonenkis dimension. JACM, 36(4), 929-965.
-
(1989)
JACM
, vol.36
, Issue.4
, pp. 929-965
-
-
Blumer, A.1
Ehrenfeucht, A.2
Haussler, D.3
Warmuth, M.K.4
-
11
-
-
0002192516
-
Decision theoretic generalizations of the PAC model for neural net and other learning applications
-
Haussler, D. (1992). Decision theoretic generalizations of the PAC model for neural net and other learning applications. Information and Computation, 100(1), 78-150.
-
(1992)
Information and Computation
, vol.100
, Issue.1
, pp. 78-150
-
-
Haussler, D.1
-
12
-
-
0000996139
-
Sphere packing numbers for subsets of the boolean n-cube with bounded Vapnik-Chervonenkis dimension
-
Haussler, D. (1995). Sphere packing numbers for subsets of the boolean n-cube with bounded Vapnik-Chervonenkis dimension. Journal of Combinatorial Theory, Series A, 69(2), 217-232.
-
(1995)
Journal of Combinatorial Theory, Series A
, vol.69
, Issue.2
, pp. 217-232
-
-
Haussler, D.1
-
13
-
-
43949159818
-
Predicting {0, 1}-functions on randomly drawn points
-
Haussler, D., Littlestone, N., & Warmuth, M.K. (1994). Predicting {0, 1}-functions on randomly drawn points. Information and Computation, 115(2), 129-161.
-
(1994)
Information and Computation
, vol.115
, Issue.2
, pp. 129-161
-
-
Haussler, D.1
Littlestone, N.2
Warmuth, M.K.3
-
14
-
-
0002896413
-
Tracking drifting concepts by minimizing disagreements
-
Helmbold, D.P., & Long, P.M. (1994). Tracking drifting concepts by minimizing disagreements. Machine Learning, 14(1), 27-46.
-
(1994)
Machine Learning
, vol.14
, Issue.1
, pp. 27-46
-
-
Helmbold, D.P.1
Long, P.M.2
-
17
-
-
0001553979
-
Toward efficient agnostic learning
-
Kearns, M.J., Schapire, R.E., & Sellie, L.M. (1994). Toward efficient agnostic learning. Machine Learning, 17, 115-141.
-
(1994)
Machine Learning
, vol.17
, pp. 115-141
-
-
Kearns, M.J.1
Schapire, R.E.2
Sellie, L.M.3
-
19
-
-
0031101747
-
Comparison of tracking algorithms for single layer threshold networks in the presence of random drift
-
Kuh, A. (1997). Comparison of tracking algorithms for single layer threshold networks in the presence of random drift. IEEE Trans. on Signal Processing, 45(3), 640-650.
-
(1997)
IEEE Trans. on Signal Processing
, vol.45
, Issue.3
, pp. 640-650
-
-
Kuh, A.1
-
20
-
-
0141741870
-
Learning time varying concepts
-
Morgan Kaufmann
-
Kuh, A., Petsche, T., & Rivest, R. (1990). Learning time varying concepts In NIPS3. Morgan Kaufmann.
-
(1990)
NIPS3
-
-
Kuh, A.1
Petsche, T.2
Rivest, R.3
-
21
-
-
0141741870
-
Mistake bounds of incremental learners when concepts drift with applications to feedforward networks
-
Morgan Kaufmann
-
Kuh, A., Petsche, T., & Rivest, R. (1991). Mistake bounds of incremental learners when concepts drift with applications to feedforward networks. In NIPS4. Morgan Kaufmann.
-
(1991)
NIPS4
-
-
Kuh, A.1
Petsche, T.2
Rivest, R.3
-
27
-
-
0001703864
-
On the density of families of sets
-
Sauer, N. (1972). On the density of families of sets. J. Combinatorial Theory (A), 13, 145-147.
-
(1972)
J. Combinatorial Theory (A)
, vol.13
, pp. 145-147
-
-
Sauer, N.1
-
28
-
-
84972576948
-
A combinatorial problem; stability and order for models and theories in infinitary languages
-
Shelah, S. (1972). A combinatorial problem; stability and order for models and theories in infinitary languages. Pacific J. Math., 41, 247-261.
-
(1972)
Pacific J. Math.
, vol.41
, pp. 247-261
-
-
Shelah, S.1
-
29
-
-
0030128944
-
General lower bounds on the number of examples needed for learning probabilistic concepts
-
Simon, H.U. (1996. General lower bounds on the number of examples needed for learning probabilistic concepts. Journal of Computer and System Sciences, 52(2), 239-254.
-
(1996)
Journal of Computer and System Sciences
, vol.52
, Issue.2
, pp. 239-254
-
-
Simon, H.U.1
-
30
-
-
0001957366
-
Sharper bounds for Gaussian and empirical processes
-
Talagrand, M. (1994). Sharper bounds for Gaussian and empirical processes. Annals of Probability, 22, 28-76.
-
(1994)
Annals of Probability
, vol.22
, pp. 28-76
-
-
Talagrand, M.1
-
31
-
-
0031194820
-
Performance bounds for single layer threshold networks when tracking a drifting adversary
-
Tian, X., & Kuh, A. (1997). Performance bounds for single layer threshold networks when tracking a drifting adversary. Neural Networks, 10(5), 897-906.
-
(1997)
Neural Networks
, vol.10
, Issue.5
, pp. 897-906
-
-
Tian, X.1
Kuh, A.2
-
32
-
-
0001024505
-
On the uniform convergence of relative frequencies of events to their probabilities
-
Vapnik, V.N., & Chervonenkis, A.Y. (1971). On the uniform convergence of relative frequencies of events to their probabilities. Theory of Probability and its Applications, 16(2), 264-280
-
(1971)
Theory of Probability and Its Applications
, vol.16
, Issue.2
, pp. 264-280
-
-
Vapnik, V.N.1
Chervonenkis, A.Y.2
|