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Yan Zuo

Applied Scientist @ Amazon, 1, Bellevue, USA

ml: auto ml and hyperparameter tuning

ml: ensemble methods

ml: clustering

1

presentations

SHORT BIO

I work in the areas of optimisation, statistical modelling and machine learning, specialising in computer vision. I am experienced in designing, training and deploying deep neural networks for a range of computer vision tasks. My research interests include Image Recognition and Segmentation, Predictive Modelling, Reinforcement Learning, Generative Adversarial Networks, Bayesian Optimisation and Neural Radiance Fields. I am proficient in Tensorflow, PyTorch and Caffe deep learning frameworks. I primarily code in Python and C++/CUDA.

Presentations

Mixed-Variable Black-Box Optimisation Using Value Proposal Trees

Yan Zuo and 5 other authors

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