Dr. Sebastian Nowozin

Portrait of Sebastian NowozinWelcome! My name is Sebastian Nowozin and I am a machine learning researcher at Microsoft Research Cambridge (UK), leading the Machine Intelligence research theme. Before joining Microsoft in June 2020 I was at the Brain team at Google Berlin, and before that I was leading the Machine Intelligence and Perception group at Microsoft Research Cambridge, UK. On this page you find publications and software related to my work.

I am looking for PhD student collaborators for possible internships or research visits. If you work in probabilistic deep learning, please send me an email.

Research

I develop novel algorithms and models for artificial intelligence and machine learning applications.

My current research interest is in the following areas: 1. probabilistic deep learning methods for unsupervised learning and representation learning; 2. deep learning algorithms for uncertainty quantification; 3. the consequence of model misspecification on estimation and on decision problems.

In terms of methodology I am interested in structured prediction, deep learning, Monte Carlo methods, and decision theory.

My work has found industrial applications in computer vision, cloud-based machine learning, gesture recognition, statistical image processing, numerical optimization, and in time-of-flight imaging.

News

Former PhD Students

Publications and related materials

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Community

Software and Datasets

Archive

Contact

You can reach me by email at nowozin@gmail.com