Dr. Sebastian Nowozin

Portrait of Sebastian NowozinWelcome! My name is Sebastian Nowozin and I am a machine learning researcher in the Brain team at Google AI Berlin, Germany. Before joining Google AI in January 2019 I was managing 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 visits to Google AI Berlin. 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. 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