Dr. Sebastian Nowozin

Portrait of Sebastian NowozinWelcome! My name is Sebastian Nowozin and I am a Principal Researcher at Microsoft Research, Cambridge, UK, managing the Machine Intelligence and Perception group. On this page you find publications and software related to my work.

I am looking for PhD student collaborators for possible internships or visits to Microsoft Research Cambridge, UK. If you work at the intersection of machine learning and computer vision, 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. the consequence of model misspecification on estimation and on decision problems; 3. understanding agent complexity in order to improve learning efficiency; 4. designing models for reasoning and planning.

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

Students

Former 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