Christopher Frye

Christopher Frye Email and Phone Number

Quantitative Researcher at The D. E. Shaw Group @ The D. E. Shaw Group
new york, new york, united states
Christopher Frye's Location
New York, New York, United States, United States
Christopher Frye's Contact Details

Christopher Frye work email

Christopher Frye personal email

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About Christopher Frye

Christopher Frye is a Quantitative Researcher at The D. E. Shaw Group at The D. E. Shaw Group. Colleagues describe him as "It was a pleasure to work with Chris on our NeurIPS 2020 paper: at every team meeting, he'd advanced the ball, giving the project real momentum."

Christopher Frye's Current Company Details
The D. E. Shaw Group

The D. E. Shaw Group

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Quantitative Researcher at The D. E. Shaw Group
new york, new york, united states
Website:
deshaw.com
Employees:
1392
Christopher Frye Work Experience Details
  • The D. E. Shaw Group
    Quantitative Researcher
    The D. E. Shaw Group Feb 2024 - Present
  • Faculty
    Head Of R&D
    Faculty Jul 2022 - Jan 2024
    Designed the research program to support Faculty’s decision intelligence product and directed the R&D team (~15 people) that delivers it. Research topics include causality, explainability, and optimisation.
  • Faculty
    Principal Research Scientist
    Faculty Jul 2021 - Jun 2022
    Developed a method to design experiments for the purpose of modelling causal effects that is significantly more sample-efficient than RCT. Applied linear programming to optimise hospital bed allocation.
  • Faculty
    Lead Research Scientist
    Faculty Jul 2020 - Jun 2021
    Published work on AI explainability that respects both manifold structure and causal dependencies in the data. Designed explainable anomaly detection tool for financial fraud detection at a global institution.
  • Faculty
    Senior Research Scientist
    Faculty Jul 2019 - Jun 2020
    Research focus on industry-relevant AI safety: explainability, fairness, privacy, and anomaly detection. Significant experience with variational autoencoders.
  • Faculty
    Research Scientist
    Faculty Jul 2018 - Jun 2019
    Projects on safe reinforcement learning from human preferences and on bias in AI.
  • Harvard University
    Graduate Student In Theoretical Physics
    Harvard University Aug 2013 - Jun 2018
    Cambridge, Massachusetts
    Developed a multi-purpose probabilistic model for particle showers at the LHC, using a novel and interpretable RNN framework. Predicted an LHC jet-substructure observable at state-of-the-art precision; later measured and confirmed by both ATLAS and CMS collaborations.
  • Harvard University
    Teaching Fellow
    Harvard University Sep 2014 - May 2018
    Taught sections, held discussions, graded homework and exams in both graduate and undergraduate courses: Electrodynamics, General relativity, Particle physics, Quantum field theory, Wave phenomena.
  • Cern
    Research In Particle Collider Physics
    Cern Jun 2012 - Aug 2012
    Geneva, Switzerland
  • University Of Minnesota
    Research In Experimental Particle Physics
    University Of Minnesota Jun 2011 - Aug 2011
    Minneapolis, Minnesota
  • Lockheed Martin
    Engineering Administration Intern
    Lockheed Martin 2009 - 2010
    Orlando, Florida

Christopher Frye Education Details

Frequently Asked Questions about Christopher Frye

What company does Christopher Frye work for?

Christopher Frye works for The D. E. Shaw Group

What is Christopher Frye's role at the current company?

Christopher Frye's current role is Quantitative Researcher at The D. E. Shaw Group.

What is Christopher Frye's email address?

Christopher Frye's email address is ch****@****lty.com

What schools did Christopher Frye attend?

Christopher Frye attended Harvard University, University Of Central Florida.

Who are Christopher Frye's colleagues?

Christopher Frye's colleagues are Haritha Jonnalagadda, Ranujay Singh, Mahima Kaur Bajaj, Neeraj Talwar, Shibumi Kalita, Ruvim Breydo, Ankit Chaturvedi.

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