The canonical distortion measure in feature space and 1-NN classification

Advances in Neural Information Processing Systems

Volumn , Issue , 1998, Pages 245-251

  Baxter, Jonathan ^a   Bartlett, Peter ^a  

^a AUSTRALIAN NATIONAL UNIVERSITY   (Australia)

Author keywords

[No Author keywords available]

Indexed keywords

DISTANCE MEASURE; DISTORTION MEASURES; FEATURE SPACE; FUNCTION CLASS; LINEAR COMBINATIONS; NEAREST-NEIGHBOUR; SQUARED EUCLIDEAN DISTANCE;

ENCODING (SYMBOLS);

EID: 0346718041     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (5)

1. Jonathan Baxter. Learning Internal Representations. In Proceedings of the Eighth International Conference on Computational Learning Theory, pages 311-320. ACM Press, 1995.
2. Jonathan Baxter. The Canonical Metric for Vector Quantisation. Technical Report NeuroColt Technical Report 047, Royal Holloway College, University of London, July 1995.
3. Jonathan Baxter. The Canonical Distortion Measure for Vector Quantization and Function Approximation. In Proceedings of the Fourteenth International Conference on Machine Learning, July 1997. To Appear.
4. W S Lee, P L Bartlett, and R C Williamson. Efficient agnostic learning of neural networks with bounded fan-in. IEEE Transactions on Information Theory, 1997.
5. S.N. Srihari, T. Hong, and Z. Shi. Cherry Blossom: A System for Reading Unconstrained Handwritten Page Images. In Symposium on Document Image Understanding Technology (SDIUT), 1997.