Computational Statistics, Monte Carlo methods
Statistical modeling, Bayes Methods, Monte Carlo Methods.
Statistical Genetics, Evolution, Host Pathogen Interactions, Computational Biostatistics, Machine Learning, Bayesian Statistics
Bayesian nonparametrics, probabilistic modeling and inference
Statistical methods for intractable models
Computational biostatistics, machine learning, precision medicine
Computational statistics, Machine learning, Genomics, Cancer evolution
Computational statistics, machine learning, stratified medicine.
Genomics, Computational statistics, Network Analysis
Bayesian nonparametrics, machine learning, stochastic geometry
Large scale machine learning, probabilistic inference, deep learning
Kernel methods, machine learning
Inference on graphical models, expectation propagation, particle methods
Machine learning, reinforcement learning, stochastic processes
Bayesian statistics, decision theory, computational statistics, machine learning.
Probabilistic inference, Monte Carlo methods, neural networks, point processes
Computational statistics, Bayesian machine learning, multi-view learning
Bayesian nonparametrics, probabilistic inference, deep learning
Machine Learning, Bayesian nonparametrics, Networks
Bayesian nonparametrics, deep learning
Bayesian Statistics, Computational Statistics, Markov chain Monte Carlo
deep learning, deep generative models, probabilistic inference
Large scale machine learning, Bayesian methods, Gaussian processes, Time series segmentation and classification