A statistical study of on-line learning

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

Neural Networks - Computational models of neuromodulation

Periodic step-size adaptation in second-order gradient descent for single-pass on-line structured learning

Machine Learning

A hierarchical RBF online learning algorithm for real-time 3-D scanner

IEEE Transactions on Neural Networks

Convergence of Distributed Asynchronous Learning Vector Quantization Algorithms

The Journal of Machine Learning Research

Fast online training with frequency-adaptive learning rates for Chinese word segmentation and new word detection

ACL '12 Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics: Long Papers - Volume 1

Stochastic dual coordinate ascent methods for regularized loss

The Journal of Machine Learning Research

RankCNN: When learning to rank encounters the pseudo preference feedback

Computer Standards & Interfaces