Master of Library and Information Science, San Jose State University, in progress
My background is in Computer Science, Planetary Science, and
Geology. I am most interested in problems that lie at the interfaces
between these fields, such as automated methods (artificial
intelligence, machine learning) to investigate science questions using
planetary data (orbital and in situ).
I work at the Jet
Propulsion Laboratory in Pasadena, CA.
I have two roles at JPL:
I have also taught classes in Computer Science at Cal State L.A.
and Oregon State University.
My research projects at JPL have included:
News and upcoming events:
- The New Scientist magazine published an article about our recent paper describing automated methods for detecting plumes from moons and comets:
- I was selected as one of 1058 candidates for
Mars One's second round of astronaut selections (Dec. 30, 2013), and am now one of 705 remaining (May 5, 2014).
- The video for my controversial ICML 2012 talk is no longer available (lost in a server crash).
However, you can read the original paper:
Machine Learning that Matters (pdf, 6 pages, 234K) and
see the slides from a subsequent invited AAAI talk:
Challenges for Machine Learning Impact on the Real World (1.6M).
- Recently published or posted:
Autonomous Real-time Detection of Plumes and Jets from Moons and
Kiri L. Wagstaff, David R. Thompson, Brian D. Bue, and Thomas J. Fuchs.
The Astrophysical Journal, 794(1), doi:10.1088/0004-637X/794/1/43, 2014.
Supporting Distributed, Collaborative Review and Classification of Fast Transient Events.
A. F. Hart, L. Cinquini, S. E. Khudikyan, D. R. Thompson, C. A. Mattmann, K. L. Wagstaff, J. Lazio, and D. Jones.
Computer, 47(9), 65-66, 2014.
- Library science papers:
- Recent awards:
- I was promoted to Principal at JPL in January 2015
- 2014 NASA Group Achievement Award (Mars Exploration Rover Science and Operations Team)
- 2014 NASA Group Achievement Award (IPEX/CP-8 CubeSat Flight Team)
- 2012 NASA Exceptional Technology Achievement Medal
- 2012 AAAI Outstanding Program Committee Member Award (one of four people chosen)
- 2012 Young Alumni Par Excellence Award from the University of Utah
- 2008 Lew Allen Award for Excellence in Research for "advancing the performance and application of machine learning methods to onboard Earth science missions and spacecraft engineering."
- Current activities: