NIPS
2000
14 years 1 months ago
2000
Jensen's inequality is a powerful mathematical tool and one of the workhorses in statistical learning. Its applications therein include the EM algorithm, Bayesian estimation ...
NIPS
2000
14 years 1 months ago
2000
Competitive learning is a technique for training classification and clustering networks. We have designed and fabricated an 11transistor primitive, that we term an automaximizing ...
NIPS
2000
14 years 1 months ago
2000
We propose a general framework for performing independent component analysis (ICA) which relies on ensemble learning and linear response theory known from statistical physics. We ...
NIPS
2000
14 years 1 months ago
2000
NIPS
2000
14 years 1 months ago
2000
NIPS
2000
14 years 1 months ago
2000
We investigate how the normalization of vectors influences the result of SVMs. 1 Normalization For the theoretical background, please refer to [1]. 2 Experiments We empirically co...
NIPS
2000
14 years 1 months ago
2000
A system has been developed to extract diagnostic information from jet engine carcass vibration data. Support Vector Machines applied to novelty detection provide a measure of how...
NIPS
2000
14 years 1 months ago
2000
NIPS
2000
14 years 1 months ago
2000
NIPS
2000
14 years 1 months ago
2000
We present an improvement of Noviko 's perceptron convergence theorem. Reinterpreting this mistakebound as a margindependent sparsity guarantee allows us to give a PAC{style ...