Search Results - "de Oliveira, Evaldo Araujo"

Performance of the Bayesian Online Algorithm for the Perceptron by de Oliveira, E.A., Alamino, R.C.

“…In this letter, we derive continuum equations for the generalization error of the Bayesian online algorithm (BOnA) for the one-layer perceptron with a…”
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Inference From Aging Information by de Oliveira, Evaldo Araujo, Caticha, Nestor

“…For many learning tasks the duration of the data collection can be greater than the time scale for changes of the underlying data distribution. The question we…”
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The Rosenblatt Bayesian Algorithm Learning in a Nonstationary Environment by de Oliveira, E.A.

“…In this letter, we study online learning in neural networks (NNs) obtained by approximating Bayesian learning. The approach is applied to Gibbs learning with…”
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Gradient descent learning in and out of equilibrium by Caticha, N, Araújo de Oliveira, E

“…Relations between the off thermal equilibrium dynamical process of on-line learning and the thermally equilibrated off-line learning are studied for potential…”
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Gradient descent learning in and out of equilibrium by Caticha, Nestor, de Oliveira, Evaldo Araujo

“…Relations between the off thermal equilibrium dynamical process of on-line learning and the thermally equilibrated off-line learning are studied for potential…”
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The rosenblatt bayesian algorithm learning in a nonstationary environment by ARAUJO DE OLIVEIRA, Evaldo

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