Research Topics

Machine Learning

SVMs

Neural Networks

Probabilistic Machine Learning

Gaussian Processes

Data Science

SVRs

Bayesian Optimization

Deep Learning

Convex Optimization

Manifold Learning

Diffusion Methods

Kernel Methods

Wind and Solar Energy Forecasting

Bayesian Deep Learning

Ensemble classifiers

Imbalanced Learning

Approximate Inference