John Langford in

John Langford

Machine Learning Doctor at Microsoft
📍 White Plains, New York, United States

John Langford is a machine learning research scientist at Microsoft, specializing in reinforcement learning and interactive machine learning. A Caltech and Carnegie Mellon alumnus, he is a key creator of the Vowpal Wabbit machine learning system and co-founder of the influential "hunch. net" blog.

He is deeply passionate about the theoretical underpinnings of machine learning and its real-world applications. He actively shares his research and insights with the broader community through his long-running blog, demonstrating a commitment to open knowledge-sharing in his field.

John is a principal creator of Vowpal Wabbit, a widely-used, high-performance open-source machine learning library known for its speed and scalability.

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Experience
22 Years
Current Role
Machine Learning Doctor
Location
White Plains, New York, United States
Personality Overview
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Priorities

Topics John cares about

Reinforcement Learning
This is his primary area of research at Microsoft, focusing on creating systems that learn from interaction and feedback to make optimal decisions.
Contextual Bandits
A core focus of his academic and practical work, he is a leading expert in this subfield of reinforcement learning with many real-world applications.
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Career

Work history

6-2006
Machine Learning Doctor
Microsoft
9-2003 - 5-2006
Assistant Research Professor
TTI-Chicago
9-2002 - 8-2003
Herman Goldstein Fellowship Postdoc
IBM
In the press

Media appearances

Reinforcement learning for the real world with Dr. John Langford and Rafah Hosn. Featured in Microsoft Research Podcast
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Videos - John Langford at Microsoft Research. Featured in Microsoft Research
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Education
1997 - 2002
PhD
Carnegie Mellon University
1993 - 1997
BS/BS
Caltech
Social presence
in

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