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Ruslan Salakhutdinov

Ruslan Salakhutdinov’s primary interests lie in statistical machine learning, computational statistics, probabilistic inference, and large-scale optimization. He is the author of over two dozen research papers, including a highly cited paper in Science.

Awards

Microsoft Research Faculty Fellowship, 2013-2015.

Sloan Research Fellowship, 2013-2015.

Early Researcher Award, 2012-2017.

Connaught New Researcher Award, 2012-2014.

NSERC Postdoctoral Fellowship, 2009-2011.

Relevant Publications

G. Hinton and R. Salakhutdinov, "Reducing the Dimensionality of Data with Neural Networks," Science, vol. 313, no. 5786, pp. 504-507, July 2006

Connect

Appointment

Fellow Learning in Machines & Brains

Institution

Carnegie Mellon UniversityMachine Learning Department, School of Computer Science

Education

PhD (Computer Science) University of Toronto

MSc (Computer Science) University of Toronto

BSc (Computer Science and Mathematics) High Point University

Country

United States

Ideas Related to Ruslan Salakhutdinov

Learning in Machines & Brains | Research Brief

A machine learning system generates captions for images from scratch

Caption generation is a fundamental problem of artificial intelligence, one that distinguishes human intelligence – our ability to construct descriptions...

Learning in Machines & Brains | News

Machine learns to read, write and invent handwritten characters like us

A new computer model learns to recognize and create handwritten characters  just as well as people, and can even invent...

Learning in Machines & Brains | News

Computer model generates automatic captions for images

CIFAR fellows have created a machine learning system that generates captions for images from scratch, scanning scenes and putting together...

Learning in Machines & Brains | News

UTSC professor and CIFAR Fellow one of Microsoft’s ‘Magnificent Seven’

With filings from Kurt Kleiner, U of T News Ruslan Salakhutdinov, an assistant professor of statistics in the University of...

Announcement

CIFAR researchers receive prestigious awards

CIFAR is pleased to announce that several of its talented researchers recently received prestigious awards. ** David Botstein (Princeton University),...