Parameter adaptation in stochastic optimization

On-line learning in changing environments with applications in supervised and unsupervised learning

Neural Networks - Computational models of neuromodulation

Fast stochastic optimization for articulated structure tracking

Image and Vision Computing

On-line adaptive control for inverted pendulum balancing based on feedback-error-learning

Neurocomputing

Step Size Adaptation in Reproducing Kernel Hilbert Space

The Journal of Machine Learning Research

A Very Fast Learning Method for Neural Networks Based on Sensitivity Analysis

The Journal of Machine Learning Research

Solving and learning a tractable class of soft temporal constraints: Theoretical and experimental results

AI Communications - Constraint Programming for Planning and Scheduling

Learning Bidirectional Similarity for Collaborative Filtering

ECML PKDD '08 Proceedings of the 2008 European Conference on Machine Learning and Knowledge Discovery in Databases - Part I

Stochastic adaptive learning rate in an identification method: an approach for on-line drilling processes monitoring

ACC'09 Proceedings of the 2009 conference on American Control Conference

Linear least-squares based methods for neural networks learning

ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing

An online backpropagation algorithm with validation error-based adaptive learning rate

ICANN'07 Proceedings of the 17th international conference on Artificial neural networks

λ-Perceptron: An adaptive classifier for data streams

Pattern Recognition

Learning bidirectional asymmetric similarity for collaborative filtering via matrix factorization

Data Mining and Knowledge Discovery

TALENT: temporal adaptive link estimator with no training

Proceedings of the 10th ACM Conference on Embedded Network Sensor Systems