Anastasios Angelopoulos

Ph.D. student in Electrical Engineering and Computer Science
at the University of California, Berkeley

Student of Michael I. Jordan and of Jitendra Malik
Co-Founder of MHR Vision

Research interests

I'm interested in statistics for black-box models, motivated by applications to medical and computational imaging.

News

January, 2021 Uncertainty Sets for Image Classification Using Conformal Prediction will be a spotlight paper at ICLR2021.

December, 2020 Event-Based, Near-Eye Gaze Tracking Beyond 10,000Hz was accepted into the oral and special TVCG Journal issue of IEEEVR2021 and will have an oral presentation at the conference.

April, 2020 The World Health organization cited my paper on COVID-19 in their international guidelines for estimating the mortality rate.

Recent publications
    • S. Bates*
    • A. Angelopoulos*
    • L. Lei*
    • J. Malik
    • M. I. Jordan
    Distribution-Free, Risk-Controlling Prediction Sets. 2021.
    • A. Angelopoulos*
    • S. Bates*
    • J. Malik
    • M. I. Jordan
    Uncertainty Sets for Image Classifiers using Conformal Prediction. 2020.
    • A. Angelopoulos
    • R. Pathak
    • R. Varma
    • M. I. Jordan
    On Identifying and Mitigating Bias in the Estimation of the COVID-19 Case Fatality Rate. 2020. [HDSR]
    • A. Angelopoulos*
    • J. Martel*
    • A. P. Kohli
    • G. Wetzstein
    Event-Based, Near-Eye Gaze Tracking Beyond 10,000Hz. 2020.