Dr Mathieu Gerber
PhD(Lausanne)
Current positions
Senior Lecturer in Statistical Science
School of Mathematics
Contact
Press and media
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Research interests
Bayesian methods, online inference, particle filtering, Monte Carlo methods
Projects and supervisions
Thesis supervisions
Noisy Optimization and Online Prediction
Supervisors
Nonparametric Estimation with Kernel Mean Embeddings
Supervisors
Publications
Recent publications
02/04/2025Gradient Descent for Convex and Smooth Noisy Optimization
Mathematics of Computation
Adaptive stratified Monte Carlo using decision trees
Adaptive stratified Monte Carlo using decision trees
regMMD: An R package for parametric estimation and regression with maximum mean discrepancy
regMMD: An R package for parametric estimation and regression with maximum mean discrepancy
Safety of particle filters: Some results on the time evolution of particle filter estimates
Safety of particle filters: Some results on the time evolution of particle filter estimates
Higher-order Monte Carlo through cubic stratification
SIAM Journal on Numerical Analysis
