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Sameer Singh
University Of California-Irvine
$2,142,703
Attributed
$3,829,379
Total exposure
7
Grants
5
Lead (contact PI)
Attributed= this PI's even-split share of every grant they're on (the fair, additive number). Exposure = full size of all those grants.
Funding over time
peak $1.8M · FY2018–21$2M$1.5M$1M$500K$0
'18
'19
'20
'21
Funding mix
By agency
NSF$3,829,379 · 7
By mechanism
—$3,829,379 · 7
Top collaborators
- Chenhao Tan1 shared
- Himabindu Lakkaraju1 shared
- Padhraic Smyth1 shared
- Philip M Papadopoulos1 shared
- Sergio Gago Masague1 shared
- Yuxin Chen1 shared
- Zhou Li1 shared
Grant awards (7)
CAREER: Detecting, Understanding, and Fixing Vulnerabilities in Natural Language Processing Models$499,984
· FY2021 · CSE · contact PI
FAI: Towards Adaptive and Interactive Post Hoc Explanations$388,500
· FY2021 · CSE
EAGER: SaTC-EDU: Multi-Level Attack and Defense Simulation Environment for Artificial Intelligence Education and Research$300,000
· FY2020 · EDU
Collaborative Research: RI: Small: Post hoc Explanations in the Wild: Exposing Vulnerabilities and Ensuring Robustness$225,000
· FY2020 · CSE · contact PI
CCRI: ENS: Machine Learning Democratization via a Linked, Annotated Repository of Datasets$1,792,952
· FY2019 · CSE · contact PI
RI: Small: Modeling Multiple Modalities for Knowledge-Base Construction$448,001
· FY2018 · CSE · contact PI
CRII: RI: Explaining Decisions of Black-box Models via Input Perturbations$174,942
· FY2018 · CSE · contact PI