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Ryan Adams, Assistant Professor of Computer Science at the Harvard School of Engineering and Applied Sciences (SEAS), has won a Defense Advanced Research Project Agency (DARPA) Young Faculty Award.
Adams will receive $300,000 to support his project titled "Developing New Methods of Multi-Core Statistic Inference Towards Rapid Data Fusion and Information Extraction."
The grant will be focused on pursuing research towards large-scale inference using Markov chain Monte Carlo methods. Many of the most powerful modern techniques for data analysis and machine learning rely on probabilistic models, and the manipulation of these models often presents a significant computational challenge.
Adams' group is looking for new ways to make these kinds of algorithms work on modern computational architecture, which favors multiple weakly-coupled processors rather than a single fast CPU.
"This is an exciting research direction, as significant progress in these techniques impacts not only computer science, but also many other fields such as physics, statistics, and biology," says Adams. "We hope to couple innovative new mathematical foundations with engineering efforts to build practical and widely useful systems."
Adams joined Harvard in July 2011;he runs the Harvard Intelligent Probabilistic Systems group, which is dedicated to building intelligent algorithms.
Previously, he was a CIFAR Junior Research Fellow at the University of Toronto. He earned his Ph.D. in Physics from the University of Cambridge and B.S. in Electrical Engineering and Computer Science from MIT.
His research focuses on machine learning and computational statistics, but he is broadly interested in questions related to artificial intelligence, computational neuroscience, machine vision, and Bayesian nonparametrics.
About DARPA's Young Faculty Award (YFA) program
The objective of DARPA's Young Faculty Award (YFA) program is to identify and engage rising research stars in junior faculty positions at U.S. academic institutions and expose them to Defense Department needs and DARPA's program development process. The YFA program provides funding, mentoring, and industry and DoD contacts to these faculty members early in their careers to develop their research ideas in the context of DoD needs. The program focuses on untenured faculty, emphasizing those without prior DARPA funding. The long-term goal of YFA is to develop the next generation of academic scientists, engineers, and mathematicians in key disciplines who will focus a significant portion of their career on DoD and National Security issues.
YFA was initiated as a DARPA program in 2006. Technical areas of interest included electronics, photonics, microelectromechanical systems (MEMS), architectures, and algorithms. The program was expanded in 2009 and again in 2010 to address additional DARPA core research areas. Current YFA efforts are 2 years in duration with approximately $150,000 per year for projects. Each YFA is assigned a DARPA program manager who is closely aligned with their technical interests. DARPA-sponsored military visits are a highlight of YFA. All YFA recipients are expected to participate in one or more military site visits or exercises to help them better understand the DoD.
In its relatively short history, YFA has funded nearly 100 up-and-coming junior faculty members, many of whom have also become engaged with DARPA and DoD in other programs.
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