Project Grant 2403451
- The University of Southern California was awarded a $499,548 Project Grant from the National Science Foundation Division of Computer and Network Systems under the Computer and Information Science and Engineering federal grant program (CFDA 47.070). The grant will support the university's work to accelerate privacy preserving deep learning techniques for real-time secure applications from July 1, 2021 to June 30, 2024. The Computer and Information Science and Engineering program aims to advance...
- The University of Southern California was awarded a two-year, $175,000 Project Grant from the National Science Foundation Office of Advanced Cyberinfrastructure under the Computer and Information Science and Engineering federal grant program (CFDA 47.070). The grant will support research into improving the scalability of deep learning methods on high-performance computing systems through an I/O-centric approach. The Computer and Information Science and Engineering program aims to advance...
- This Project Grant award from the National Science Foundation (NSF) Computer and Information Science and Engineering (CISE) program, with CFDA Number 47.070, will support a $599,963 research project by the University of Southern California (USC) from January 1, 2025 to December 31, 2027. The project will explore a new mathematical lens based in combinatorics, optimization, and graph theory to deepen the understanding of machine learning and guide the development of improved algorithms. The...
- The University of California, San Diego (UCSD) was awarded a $455,058 project grant from the National Science Foundation's (NSF) Computer and Information Science and Engineering (CISE) Federal Grant Program (CFDA 47.070). The 4-year project, which started on July 1, 2024, focuses on developing techniques for a mathematical understanding of deep learning and its application to a variety of neural network models and data sets. The key objectives are to: 1) compare different networks and understand...
- The University of Southern California will receive $200,000 in funding from the National Science Foundation under the Mathematical and Physical Sciences program (CFDA 47.049) to conduct collaborative research on flexible network inference from July 1, 2021 to June 30, 2024. The goal of this three-year project grant award is to advance the scientific understanding of major problems in network analysis through flexible modeling approaches. As part of the work, the University will leverage its...
- The University of Southern California was awarded a $175,000 project grant from the National Science Foundation under the Computer and Information Science and Engineering program (CFDA 47.070). The two-year grant will support the university's research project titled "CRII: III: KNOWLEDGE GRAPH COMPLETION WITH TRANSFERABLE REPRESENTATION LEARNING" from October 2021 through September 2023. The project aims to advance the development and use of research cyberinfrastructure to enable and...
- The University of Southern California was awarded a three-year, $750,000 Project Grant from the National Science Foundation Division of Computing and Communication Foundations under the Computer and Information Science and Engineering federal grant program (CFDA 47.070). The grant will support the development of quantitative network analytics from pre-launch through post-operation phases. Specifically, the University will synthesize approaches for analyzing complex network dynamics and behaviors...
- The University of Southern California was awarded a $513,058 Project Grant from the National Science Foundation under the Computer and Information Science and Engineering program (CFDA 47.070). The grant will fund the CAREER project "Teaching Machines through Human Explanation for Information Extraction" from May 2021 through April 2026. The project aims to advance the development and use of research cyberinfrastructure to enable and accelerate discovery and innovation in all areas...
- The University of Southern California was awarded a $199,934 Project Grant from the National Science Foundation Office of Advanced Cyberinfrastructure under the Computer and Information Science and Engineering federal grant program (CFDA 47.070). The grant will support the development of a framework to identify and mitigate perceptual and technical barriers in code sharing to facilitate reproducible and transparent research. The goal is to advance the development and use of research...
- This $199,006 Project Grant award from the National Science Foundation's (NSF) Computer and Information Science and Engineering (CISE) program supports fundamental and applied research across computational domains. The project aims to investigate the tractability and intractability of important computational problems, including advancing the understanding of electoral methods and the training of large language models and other AI tools. The award will also provide training for graduate...
The University of Southern California (USC) received a $302,342 Project Grant award from the National Science Foundation's (NSF) Computer and Information Science and Engineering (CISE) program (CFDA 47.070) to conduct collaborative research on developing techniques for mathematically understanding deep learning models and their performance on given tasks and data. The project aims to analyze neural network behavior based on how the models convert inputs to outputs, with the goal of enabling faster prototyping, reduced training times, lower model complexity, and improved interpretability of deep learning systems. The research will explore three main objectives: comparing different network architectures, investigating dimensionality reduction and importance sampling to reduce model size, and applying geometric analysis to domain adaptation and graph neural network transfer. The award period runs from July 1, 2024 to June 30, 2028.
Mod # | Description | ReasonForModification | Federal Obligation | Date |
|---|---|---|---|---|
| Not listed | $302.3k | 6/14/24 |