• Explore
    • Contact Us
  • Faculty
  • Research
    • Research Areas
    • Research Centers
  • Graduate Degrees
    • Computer Science Programs
    • Current Graduate Students
  • Undergraduate Degrees
  • News & Events
    • News
    • Seminar Series
    • Distinguished Lecture Series
    • Research Showcase
  • Apply Now
    • Undergraduate Admissions
    • Graduate Admissions
    • Faculty Candidates

Pierre Baldi and Peter Sadawski Receive AIJ Paper Award

July 8, 2019

Back in May 2014, Distinguished Professor of Computer Science Pierre Baldi and his Ph.D. student Peter Sadowski published a paper, “The Dropout Learning Algorithm,” in Artificial Intelligence Journal (AIJ). Five years later, the paper has been recognized with the 2019 AIJ Prominent Paper Award. The award recognizes outstanding AIJ papers — published within the past seven years — that are “exceptional in their significance and impact.”

“Dropout is an important machine learning algorithm, used primarily to avoid overfitting when training large neural networks,” explains Baldi. Avoiding overfitting is critical to developing models that generalize well, far beyond their training data. “This paper was the first to derive a mathematical theory of dropout and explain how it works.” Sadowski performed the simulations presented in the paper, while Baldi derived the theory. “The paper also uncovered interesting connections between dropout and other areas of statistics.”

Sadowski, who is now an assistant professor of information and computer science at the University of Hawaii, will be at the 2019 International Joint Conference on Artificial Intelligence (IJCAI 2019) in Macau, China in August to attend the award ceremony.

« Los Angeles Times: “UCI computer scientists make art come alive at the Venice Biennale”
Pierre Baldi Publishes Paper in Nature Machine Intelligence »

Latest news

  • In Memoriam: Professor Emeritus Richard Lathrop September 29, 2023
  • Mohsen Imani Receives DARPA Young Faculty Award September 18, 2023
  • New Findings on CAPTCHAs Attract Worldwide Attention September 13, 2023
  • ICS Summer Academy 2023: An ‘Incredible’ College Experience for High School Students September 12, 2023
  • NPR: “Armed with traffic cones, protesters are immobilizing driverless cars” (CS Ph.D. candidate Ziwen Wan quoted) August 29, 2023
  • © 2023 UC Regents
  • Feedback
  • Privacy Policy