NSF award 2601682 · William Marsh Rice University
Collaborative Research: MFAI: Conformality-Guided Learning with Evolving and Heterogeneous Data
Final report due
28 November 2029
in 1,137 days · The award ends on 31 July 2029.
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Dates this award owes
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- Decide about an extension2 Apr 2029in 897 days
award ending 2029-07-31 · Research.gov
- Extension request16 Jun 2029in 972 days
award ending 2029-07-31 · Research.gov
- No-cost extension notice21 Jul 2029in 1007 days
award ending 2029-07-31 · Research.gov
- Final report due28 Nov 2029in 1137 days
award ending 2029-07-31 · Research.gov
- Project outcomes report due28 Nov 2029in 1137 days
award ending 2029-07-31 · Research.gov
- Award is closed out28 Nov 2029in 1137 days
award ending 2029-07-31 · Research.gov
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- NSF lists this award's end date as 31 July 2029.
- NSF rules say the final report is due no later than 120 days after that.
- So the final report is due by 28 November 2029.
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Award card
- Award number
- 2601682
- Period of support
- 1 Aug 2026 – 31 Jul 2029
- Amount
- $250,000
- Awardee
- William Marsh Rice University, Houston, TX
- Program
- MSPA-INTERDISCIPLINARY, Special Projects - CCF
- Directorate
- MPS
Abstract
Reliable uncertainty estimates are essential for using artificial intelligence systems in high-stakes settings, including health care and electric grid operations. This project develops new methods that help learning systems quantify prediction uncertainty and communicate it through prediction sets that are both valid and useful. The work addresses a central obstacle in modern artificial intelligence: data used to…
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