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Featured Publications

Data assimilation with machine learning surrogate models: A case study with FourCastNet

Authors: Melissa Adrian, Daniel Sanz-Alonso, Rebecca Willett

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Multiplexing of cognitive encoding by oculomotor networks leads to incidental gaze shifts

Authors:  Matthew C. Rosen  and David J. Freedman 

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Sample Complexity of Linear Regression Models for Opinion Formation in Networks

Authors: Haolin Liu, Rajmohan Rajaraman, Ravi Sundaram, Anil Kumar Vullikanti, Omer Wasim, Haifeng Xu

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Faculty Publications

The faculty, affiliated researchers, and fellows  publish cutting-edge research in top-tier venues across the fields of machine learning, artificial intelligence, and data science

AI / Machine Learning / Data Science

  • Avrim Blum | Professor and Chief Academic Officer, Toyota Technological Institute at Chicago (TTIC) | Google Scholar

  • Claire Donnat | Assistant Professor, Department of Statistics | Google Scholar

  • Shiry Ginosar | Assistant Professor, Toyota Technological Institute at Chicago (TTIC) | Google Scholar

  • Rana Hanocka | Assistant Professor, Department of Computer Science | Google Scholar

  • Alex Kale | Assistant Professor, Department of Computer Science and Data Science Institute | Google Scholar

  • Risi Kondor | Associate Professor, Departments of Computer Science, Statistics, and CAMI (Computational and Applied Mathematics Initiative) | Google Scholar

  • Sanjay Krishnan | Assistant Professor, Department of Computer Science | Google Scholar

  • Tian Li | Assistant Professor, Department of Computer Science and Data Science Institute | Google Scholar

  • Zhiyuan Li | Assistant Professor, Toyota Technological Institute at Chicago (TTIC) | Google Scholar

  • Lek-Heng Lim | Professor, Departments of Statistics and CAMI | Google Scholar

  • Karen Livescu | Professor, Toyota Technological Institute at Chicago (TTIC); Courtesy Faculty, Department of Computer Science | Google Scholar

  • Michael Maire | Associate Professor, Department of Computer Science | Google Scholar

  • David McAllester | Professor, Toyota Technological Institute at Chicago (TTIC) | Google Scholar

  • Kexin Pei | Assistant Professor, Department of Computer Science | Google Scholar

  • Daniel Sanz-Alonso | Associate Professor, Department of Statistics | Faculty Page

  • Aaron Schein | Assistant Professor, Department of Statistics and Data Science Institute | Google Scholar

  • Greg Shakhnarovich | Professor, Toyota Technological Institute at Chicago (TTIC); Part-time Faculty, Department of Computer Science | Google Scholar

  • Allison Squires | Neubauer Family Assistant Professor of Molecular Engineering | Google Scholar

  • Victor Veitch | Assistant Professor, Department of Statistics | Google Scholar

  • Jingshu Wang | Assistant Professor, Department of Statistics | Google Scholar

  • Rebecca Willett | Professor, Departments of Statistics and Computer Science | Google Scholar

  • Haifeng Xu | Assistant Professor, Department of Computer Science | Google Scholar

Statistics / Mathematics / Optimization

  • Yali Amit | Professor, Departments of Statistics, Computer Science, and the College | Faculty Page

  • Yuxin Chen | Assistant Professor of Computer Science | Google Scholar

  • Rina Foygel Barber | Associate Professor, Department of Statistics | Google Scholar

  • Chao Gao | Professor, Department of Statistics | Faculty Page

  • Yuehaw Khoo | Assistant Professor, Department of Statistics | Google Scholar

  • Frederic Koehler | Assistant Professor of Statistics and Data Science | Google Scholar

  • Tengyuan Liang | JP Gan Professor of Econometrics and Statistics in the Wallman Society of Fellows, Booth School | Google Scholar

  • Pedro Lopes | Associate Professor of Computer Science | Google Scholar

  • Ramon Nogueira Manas | Assistant Professor | Google Scholar

  • Nathan Srebro | Professor, Toyota Technological Institute at Chicago (TTIC) | Faculty Page

  • Suri Vaikuntanathan | Professor, Department of Computer Science | Google Scholar

  • Matthew Walter | Assistant Professor, TTIC (Toyota Technological Institute at Chicago) | Google Scholar

Computer Science Systems / Networking

  • Aloni Cohen | Assistant Professor, Department of Computer Science and Data Science Institute | Google Scholar

  • Nick Feamster | Neubauer Professor of Computer Science and Faculty Director of the Data Science Institute | Google Scholar

  • Michael Franklin | Morton D. Hull Distinguished Service Professor, Department of Computer Science | Google Scholar

  • Grant Ho | Assistant Professor, Department of Computer Science and Data Science Institute | Google Scholar

  • Henry Hoffmann | Professor, Department of Computer Science | Google Scholar

  • Junchen Jiang | Assistant Professor, Department of Computer Science | Google Scholar

  • Mina Lee | Assistant Professor, Department of Computer Science | Google Scholar

  • Alexander T. Pearson | Assistant Professor, Department of Medicine (Oncology) | Google Scholar

  • Chenhao Tan | Assistant Professor, Department of Computer Science and Data Science Institute | Google Scholar

  • Ce Zhang | Associate Professor, Department of Computer Science | Google Scholar

  • Ben Y. Zhao | Neubauer Professor of Computer Science | Google Scholar

Social Sciences / Education / Humanities

  • Anjali Adukia | Assistant Professor, Harris School of Public Policy and the College | Google Scholar

  • Xuechunzi Bai | Neubauer Family Assistant Professor, Department of Psychology | Google Scholar

  • Adrian Johns | Allan Grant Maclear Professor of History, Department of History | Google Scholar

  • Bernard Koch | Postdoctoral Scholar or Research Fellow in Social Data Science | Google Scholar

  • Hoyt Long | Professor, Department of East Asian Languages and Civilizations | Google Scholar

  • Jason Salavon | Associate Professor, Department of Visual Arts | Faculty Page

 

Biological / Physical Sciences

  • Marc G. Berman | Professor, Chair, Department of Psychology | Google Scholar

  • Aaron Dinner | Assistant Professor, Computer Science and Data Science | Google Scholar

  • David Freedman | Stahl Professor of Neurobiology in the Wallman Society of Fellows; Chair, Department of Neurobiology | Google Scholar

  • Giulia Galli | Liew Family Professor of Molecular Engineering, Pritzker School of Molecular Engineering | Google Scholar

  • Margaret Gardel | Horace B. Horton Professor of Physics and Molecular Engineering; Director, James Franck Institute | Google Scholar

  • Robert Grossman | Frederick H. Rawson Distinguished Service Professor, Department of Medicine and Computer Science | Google Scholar
  • Cong Ma | Assistant Professor, Statistics and Data Science Institute | Google Scholar
  • Jason Maclean | Professor, Neurobiology | Google Scholar

  • Lorenzo Orecchia | Assistant Professor, Computer Science and Data Science Institute | Google Scholar

  • Stephanie Palmer | Associate Professor of Organismal Biology and Anatomy | Google Scholar

  • Allison Squires | Neubauer Family Assistant Professor, Molecular Engineering | Google Scholar

  • Matthew Stephens | Ralph W. Gerard Professor, Statistics and Human Genetics | Google Scholar

Booth School (Business Analytics / Economics)

  • Bryon Aragam | Assistant Professor, Booth School of Business | Google Scholar

  • Sanjog Misra | Charles H. Kellstadt Professor of Marketing, Booth School of Business | Google Scholar

  • Veronika Rockova | Professor of Econometrics and Statistics, Booth School of Business | Google Scholar
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