Hai Dang DAU
Postdoctoral Researcher in Statistics
- Address : Department of Statistics, University of Oxford
24-29 St Giles’, Oxford OX1 3LB - Office: 1.18
- E-mail: hai-dang.dau AT stats DOT ox.ac.uk
Short Biography
I am a postdoctoral researcher under the supervision of Arnaud Doucet, working on generative models based on denoising diffusions. From 2019 to 2022, I worked on a PhD thesis under the direction of Nicolas Chopin and focused on various aspects of Sequential Monte Carlo methods (aka particle filters). Before that, I graduated from the engineering programme at Ecole Polytechnique.
Research Interests
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Diffusion-based generative models
Score estimation
Schrödinger bridge
Applications to sampling -
Sequential Monte Carlo methods
Particle filtering / smoothing
Parameter estimation
SMC Samplers -
Markov Chain Monte Carlo methods