Peter Sadowski
Assistant Professor

Office: POST 306C
Tel: 808-956-2023
Email: peter.sadowski@hawaii.edu

Education

  • Ph.D. 2016, Computer Science, University of California, Irvine
  • B.S. 2009, Computer Science, California Institute of Technology

Research Interests

I am interested in machine learning and artificial intelligence. My current focus is on deep learning and applications of deep learning in the natural sciences.

Recent Publications

  • P. Baldi, P. Sadowski, “Learning in the Machine: Recirculation is Random Backpropagation,” Neural Networks, 108:479:494, 2018.
  • P. Baldi, P. Sadowski, and Z. Lu, “Learning in the Machine: Random Backpropagation and the Deep Learning Channel,” Artificial Intelligence, 260:1-35, 2018.
  • C. Shimmin, P. Sadowski, P. Baldi, E. Weik, D. Whiteson, E. Goul, and A. Søgaard, “Decorrelated Jet Substructure Tagging using Adversarial Neural Networks,” Physical Review D, 96:074034, 2017.
  • P. Sadowski, B. Radics, Ananya, Y. Yamazaki, P. Baldi, “Efficient Antihydrogen Detection in Antimatter Physics by Deep Learning,” Journal of Physics Communications, 1(2):025001, 2017.

Courses

  • Fall 2018
    • ICS 691C, Topics in Computer Science (Deep Learning)