Project Grant 2134140
- The University of Wisconsin-Madison received a $200,000 project grant award from the National Science Foundation Division of Mathematical Sciences on July 1, 2021 to complete work by June 30, 2024. The award falls under the Mathematical and Physical Sciences program (CFDA 47.049), which aims to promote progress in these fields and strengthen the nation's scientific enterprise through increasing knowledge and enhancing understanding of major problems. Specifically, the funding will support...
- The University of Wisconsin-Madison was awarded a $916,000 Project Grant from the National Science Foundation under the Computer and Information Science and Engineering federal grant program (CFDA 47.070). The grant will fund the "SHF: MEDIUM: PROGRAM SYNTHESIS FOR WEAK SUPERVISION" project from July 2021 through June 2025. The project aims to advance the development of research cyberinfrastructure to enable and accelerate discovery and innovation in computing, communications, and...
- This Project Grant award from the National Science Foundation (NSF) under the Computer and Information Science and Engineering (CFDA 47.070) program provides $100,000 to the University of Wisconsin System to conduct research on the mathematical foundations of advanced generative AI models. The project aims to characterize the mathematical principles that underpin the effectiveness of frontier AI models, such as large language models, and identify key mathematical quantities driving their...
- This three-year Project Grant from the National Science Foundation's Division of Computing and Communication Foundations under the Computer and Information Science and Engineering program will support the development of new optimization approaches for machine learning problems. The $600,000 award to the University of Wisconsin-Madison beginning October 1, 2022 will advance optimization algorithms and analysis techniques for convex-concave minimax problems incorporating sparsity or regularity....
- The National Science Foundation awarded a $449,998 project grant to Carnegie Mellon University under the Mathematical and Physical Sciences program (CFDA 47.049) to support research titled "COLLABORATIVE RESEARCH: NEW PERSPECTIVES ON DEEP LEARNING: BRIDGING APPROXIMATION, STATISTICAL, AND ALGORITHMIC THEORIES" from November 1, 2021 to October 31, 2024. The grant aims to promote progress in mathematical and physical sciences by increasing scientific knowledge and understanding of...
- The University of Wisconsin-Madison received a $250,000 project grant award from the National Science Foundation Division of Mathematical Sciences on August 1, 2021. The award is part of the NSF's Mathematical and Physical Sciences program (CFDA 47.049) and will support research on "Robust Persistence and Permanence in Biological Interaction Networks" through July 31, 2024. Under the award, UW-Madison researchers will investigate major problems confronting the nation by increasing...
- This federal Project Grant award of $470,670.00 from the National Science Foundation's (NSF) Computer and Information Science and Engineering (CISE) Program (CFDA 47.070) supports research into "Game-Theoretic Foundations for Incentive-Aware Data Sharing and Collaborative Machine Learning" at the University of Wisconsin-Madison. The project aims to develop new theoretical frameworks and protocols to address key incentive-related challenges in enabling organizations to effectively share...
- This federal Project Grant award was provided by the National Science Foundation (NSF) under the Mathematical and Physical Sciences (CFDA 47.049) federal grant program. The award will support a research project titled "Embedding Learning for Complex and Heterogeneous Networks" at the University of Wisconsin - Madison. The project aims to develop comprehensive methodologies for estimating, inferring, and integrating network embeddings to address challenges posed by the increasing...
- The University of Wisconsin-Madison received a $253,122 Project Grant award from the National Science Foundation to support research activities under the TOPICS IN ANALYSIS, SPECTRAL THEORY, AND PARTIAL DIFFERENTIAL EQUATIONS project from July 1, 2021 to June 30, 2024. The grant was awarded under the NSF's Mathematical and Physical Sciences program (CFDA 47.049), which aims to promote progress in these scientific fields and strengthen the nation's scientific enterprise through increasing...
- This $400,000 federal Project Grant award from the National Science Foundation (NSF) Computer and Information Science and Engineering (CISE) program (CFDA 47.070) supports research to develop a principled and unified mathematical framework for deep learning on low-dimensional data structures. The project aims to bridge the gap between theory and practice of deep learning by designing "white-box" deep neural networks using unrolled optimization schemes to maximize information gain in...
The University of Wisconsin-Madison received a $225,000 project grant award from the National Science Foundation Division of Computing and Communication Foundations on November 1, 2021 to complete the project by October 31, 2024. The grant will support collaborative research titled "New Perspectives on Deep Learning: Bridging Approximation, Statistical, and Algorithmic Theories" under the Mathematical and Physical Sciences program (CFDA #47.049). The research aims to advance understanding of major problems in deep learning by exploring connections between approximation theory, statistics, and algorithms. The University of Wisconsin System, through its Research and Sponsored Programs division, will serve as the awardee and deliverables partner to oversee the research activities funded under this award.
Mod # | Description | ReasonForModification | Federal Obligation | Date |
|---|---|---|---|---|
| Not listed | $225.0k | 8/3/21 |