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NSF award 2515926 · University of Chicago

Collaborative Research: Online Statistical Inference for Modern Machine Learning

Final report due

28 January 2027

in 102 days · The award ends on 30 September 2026.

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  • Final report due28 Jan 2027in 102 days

    award ending 2026-09-30 · Research.gov

  • Project outcomes report due28 Jan 2027in 102 days

    award ending 2026-09-30 · Research.gov

  • Award is closed out28 Jan 2027in 102 days

    award ending 2026-09-30 · Research.gov

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How we got this date

  1. NSF lists this award's end date as 30 September 2026.
  2. NSF rules say the final report is due no later than 120 days after that.
  3. So the final report is due by 28 January 2027.

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Award card

Award number
2515926
Period of support
1 Oct 2025 – 30 Sep 2026
Amount
$148,654
Awardee
University of Chicago, Chicago, IL
Program
STATISTICS
Directorate
MPS

Abstract

This research aims to develop statistical tools to improve the reliability of artificial intelligence (AI) that is widely used in real-world systems such as automated decision-making, financial forecasting, and neuroscience research. Modern AI often relies on efficient machine learning algorithms to process large-scale, sequentially arriving datasets. While these algorithms are powerful, understanding their behavior…

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