Carnegie Mellon University

Statistical Machine Learning

The statistical machine learning research area advances the theoretical foundations of complex machine learning models using statistical learning, nonparametric Bayes, causal inference, and reinforcement learning principles to enable robust, trustworthy predictions.

Faculty with this Research Interest

19 bios displayed.

Eli Ben-Michael

Eli Ben-Michael

Assistant Professor, joint with Heinz College

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Zach Branson

Zach Branson

Associate Teaching Professor and Assistant Director for the Undergraduate Program

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Edward Kennedy

Edward Kennedy

Associate Professor

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Spencer Koerner

Spencer Koerner

Lecturer - Special Faculty

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Mikael Kuusela

Mikael Kuusela

Associate Professor

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Ann Lee

Ann Lee

Professor, Co-Director Ph.D. Program

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Gonzalo Mena

Gonzalo Mena

Assistant Professor

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Aaditya  Ramdas

Aaditya Ramdas

Associate Professor (on leave AY 25-26)

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Kathryn  Roeder

Kathryn Roeder

UPMC University Professor of Statistics and Life Sciences

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Cosma Shalizi

Cosma Shalizi

Associate Professor

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Yandi Shen

Yandi Shen

Assistant Professor

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Weijing Tang

Weijing Tang

Assistant Professor

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Sam Ventura

Sam Ventura

Affiliated Faculty

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Larry Wasserman

Larry Wasserman

UPMC University Professor

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Ron Yurko

Ron Yurko

Assistant Teaching Professor

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Students with this Research Interest

40 bios displayed.

Nicholas Kissel

Nicholas Kissel

Special Faculty - Lecturer

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Alex Levis

Alex Levis

Postdoctoral Researcher

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Shubhanshu Shekhar

Shubhanshu Shekhar

Postdoctoral Researcher

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Tianyu Zhang

Tianyu Zhang

Postdoctoral Researcher

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