Mean field methods for classification with Gaussian processes

Bayesian kernel methods

Advanced lectures on machine learning

Gaussian Processes for Classification: Mean-Field Algorithms

Neural Computation

Expectation Consistent Approximate Inference

The Journal of Machine Learning Research

Optimizing resources in model selection for support vector machine

Pattern Recognition

Model selection for the LS-SVM. Application to handwriting recognition

Pattern Recognition

Classification with imperfect labels for fault prediction

Proceedings of the First International Workshop on Data Mining for Service and Maintenance

Mixture of gaussian processes for combining multiple modalities

MCS'05 Proceedings of the 6th international conference on Multiple Classifier Systems

Online learning with multiple kernels: A review

Neural Computation

Spontaneous facial expression recognition: A robust metric learning approach

Pattern Recognition