A Bayesian approach to on-line learning

Bayesian online classifiers for text classification and filtering

SIGIR '02 Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval

Sparse on-line Gaussian processes

Neural Computation

Online Approximations for Wind-Field Models

ICANN '01 Proceedings of the International Conference on Artificial Neural Networks

Algorithms for Sparse Linear Classifiers in the Massive Data Setting

The Journal of Machine Learning Research

InfoMax Bayesian learning of the Furuta pendulum

Acta Cybernetica

Analytic moment-based Gaussian process filtering

ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning

Statistical Mechanics of On-line Learning

Similarity-Based Clustering

Adaptive design optimization: A mutual information-based approach to model discrimination in cognitive science

Neural Computation

Virtual vector machine for Bayesian online classification

UAI '09 Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence

Iterative node deployment in an unknown environment

GLOBECOM'09 Proceedings of the 28th IEEE conference on Global telecommunications

Inference from aging information

IEEE Transactions on Neural Networks

A minimum relative entropy principle for learning and acting

Journal of Artificial Intelligence Research

Expectation propagation for approximate Bayesian inference

UAI'01 Proceedings of the Seventeenth conference on Uncertainty in artificial intelligence

Online linear and quadratic discriminant analysis with adaptive forgetting for streaming classification

Statistical Analysis and Data Mining

Live and learn from mistakes: A lightweight system for document classification

Information Processing and Management: an International Journal

Progressive high-quality response surfaces for visually guided sensitivity analysis

EuroVis '13 Proceedings of the 15th Eurographics Conference on Visualization