| 2008 |
|---|
| 35 | EE | Martin Anthony,
Endre Boros,
Alexander Kogan:
Preface.
Discrete Applied Mathematics 156(6): 823 (2008) |
| 34 | EE | Martin Anthony:
Aspects of discrete mathematics and probability in the theory of machine learning.
Discrete Applied Mathematics 156(6): 883-902 (2008) |
| 2007 |
|---|
| 33 | EE | Martin Anthony:
On the generalization error of fixed combinations of classifiers.
J. Comput. Syst. Sci. 73(5): 725-734 (2007) |
| 2006 |
|---|
| 32 | EE | Leonardo Franco,
José Luis Subirats,
Martin Anthony,
José M. Jerez:
A New Constructive Approach for Creating All Linearly Separable (Threshold) Functions.
IJCNN 2006: 4791-4796 |
| 31 | EE | Martin Anthony,
Peter L. Hammer:
A Boolean measure of similarity.
Discrete Applied Mathematics 154(16): 2242-2246 (2006) |
| 30 | EE | Martin Anthony,
Endre Boros,
Peter L. Hammer,
Alexander Kogan:
Preface.
Discrete Applied Mathematics 154(7): 1037 (2006) |
| 29 | EE | Leonardo Franco,
Martin Anthony:
The influence of oppositely classified examples on the generalization complexity of Boolean functions.
IEEE Transactions on Neural Networks 17(3): 578-590 (2006) |
| 2004 |
|---|
| 28 | EE | Martin Anthony,
Endre Boros,
Peter L. Hammer,
Alexander Kogan:
Introduction to special volume of Discrete Applied Mathematics.
Discrete Applied Mathematics 144(1-2): 1- (2004) |
| 27 | EE | Martin Anthony:
Some connections between learning and optimization.
Discrete Applied Mathematics 144(1-2): 17-26 (2004) |
| 26 | EE | Martin Anthony:
On data classification by iterative linear partitioning.
Discrete Applied Mathematics 144(1-2): 2-16 (2004) |
| 25 | EE | Martin Anthony:
Partitioning points by parallel planes.
Discrete Mathematics 282(1-3): 17-21 (2004) |
| 24 | EE | Martin Anthony:
Generalization Error Bounds for Threshold Decision Lists.
Journal of Machine Learning Research 5: 189-217 (2004) |
| 2002 |
|---|
| 23 | EE | Martin Anthony:
Mathematical Modelling of Generalization.
WIRN 2002: 181-189 |
| 2000 |
|---|
| 22 | | Martin Anthony,
Peter L. Bartlett:
Function Learning From Interpolation.
Combinatorics, Probability & Computing 9(3): (2000) |
| 1999 |
|---|
| 21 | EE | Martin Anthony:
Accuracy of Techniques for the Logical Analysis of Data.
Discrete Applied Mathematics 96-97: 247-257 (1999) |
| 1998 |
|---|
| 20 | EE | Martin Anthony,
Sean B. Holden:
Cross-Validation for Binary Classification by Real-Valued Functions: Theoretical Analysis.
COLT 1998: 218-229 |
| 19 | | John Shawe-Taylor,
Peter L. Bartlett,
Robert C. Williamson,
Martin Anthony:
Structural Risk Minimization Over Data-Dependent Hierarchies.
IEEE Transactions on Information Theory 44(5): 1926-1940 (1998) |
| 1997 |
|---|
| 18 | EE | Martin Anthony,
John Shawe-Taylor:
A Sufficient Condition for Polynomial Distribution-dependent Learnability.
Discrete Applied Mathematics 77(1): 1-12 (1997) |
| 1996 |
|---|
| 17 | EE | John Shawe-Taylor,
Peter L. Bartlett,
Robert C. Williamson,
Martin Anthony:
A Framework for Structural Risk Minimisation.
COLT 1996: 68-76 |
| 16 | | Martin Anthony,
Peter L. Bartlett,
Yuval Ishai,
John Shawe-Taylor:
Valid Generalisation from Approximate Interpolation.
Combinatorics, Probability & Computing 5: 191-214 (1996) |
| 1995 |
|---|
| 15 | | Martin Anthony,
Peter L. Bartlett:
Function learning from interpolation.
EuroCOLT 1995: 211-221 |
| 14 | EE | Martin Anthony,
Graham Brightwell,
John Shawe-Taylor:
On Specifying Boolean Functions by Labelled Examples.
Discrete Applied Mathematics 61(1): 1-25 (1995) |
| 13 | EE | Martin Anthony:
Classification by Polynomial Surfaces.
Discrete Applied Mathematics 61(2): 91-103 (1995) |
| 12 | EE | Martin Anthony,
Graham Brightwell,
Colin Cooper:
The vapnik-chervonenkis dimension of a random graph.
Discrete Mathematics 138(1-3): 43-56 (1995) |
| 1994 |
|---|
| 11 | EE | Martin Anthony,
John Shawe-Taylor:
A Result of Vapnik with Applications.
Discrete Applied Mathematics 52(2): 211 (1994) |
| 10 | EE | Martin Anthony:
On the mean chromatic number.
Discrete Mathematics 125(1-3): 11-14 (1994) |
| 1993 |
|---|
| 9 | EE | Martin Anthony,
Sean B. Holden:
On the Power of Polynomial Discriminators and Radial Basis Function Networks.
COLT 1993: 158-164 |
| 8 | | Martin Anthony,
John Shawe-Taylor:
Using the Perceptron Algorithm to Find Consistent Hypotheses.
Combinatorics, Probability & Computing 2: 385-387 (1993) |
| 7 | EE | John Shawe-Taylor,
Martin Anthony,
Norman Biggs:
Bounding Sample Size with the Vapnik-Chervonenkis Dimension.
Discrete Applied Mathematics 42(1): 65-73 (1993) |
| 6 | EE | Martin Anthony,
John Shawe-Taylor:
A Result of Vapnik with Applications.
Discrete Applied Mathematics 47(3): 207-217 (1993) |
| 5 | EE | Martin Anthony,
Norman Biggs:
The mean chromatic number of paths and cycles.
Discrete Mathematics 120(1-3): 227-231 (1993) |
| 1992 |
|---|
| 4 | EE | Martin Anthony,
Graham Brightwell,
David A. Cohen,
John Shawe-Taylor:
On Exact Specification by Examples.
COLT 1992: 311-318 |
| 3 | EE | John Shawe-Taylor,
Martin Anthony,
Walter Kern:
Classes of feedforward neural networks and their circuit complexity.
Neural Networks 5(6): 971-977 (1992) |
| 1990 |
|---|
| 2 | | Martin Anthony,
Keith M. Martin,
Jennifer Seberry,
Peter R. Wild:
Some Remarks on Authentication Systems.
AUSCRYPT 1990: 122-139 |
| 1 | EE | Martin Anthony,
Norman Biggs,
John Shawe-Taylor:
The Learnability of Formal Concepts.
COLT 1990: 246-257 |
