| 2021 | AAAI | Mars Image Content Classification: Three Years of NASA Deployment and Recent Advances. | Kiri Wagstaff, Steven Lu, Emily R. Dunkel, Kevin Grimes, Brandon Zhao, Jesse Cai, Shoshanna B. Cole, Gary Doran, Raymond Francis, Jake H. Lee, Lukas Mandrake |
| 2015 | IGARSS | Autonomy for remote sensing - Experiences from the IPEX CubeSat. | Joshua Doubleday, Steve A. Chien, Charles D. Norton, Kiri Wagstaff, David R. Thompson, John Bellardo, Craig Francis, Eric Baumgarten |
| 2013 | ICDM | Online Classification for Time-Domain Astronomy. | Kitty K. Lo, Tara Murphy, Umaa Rebbapragada, Kiri Wagstaff |
| 2012 | ICML | Machine Learning that Matters. | Kiri Wagstaff |
| 2007 | KDD | On-board analysis of uncalibrated data for a spacecraft at mars. | Rebecca Castao, Kiri Wagstaff, Steve A. Chien, Timothy M. Stough, Benyang Tang |
| 2006 | AAAI | When Is Constrained Clustering Beneficial, and Why?. | Kiri Wagstaff, Sugato Basu, Ian Davidson |
| 2006 | ICML | Learning user preferences for sets of objects. | Marie desJardins, Eric Eaton, Kiri Wagstaff |
| 2005 | AAAI | DD-PREF: A Language for Expressing Preferences over Sets. | Marie desJardins, Kiri Wagstaff |
| 2005 | DIS | Active Constrained Clustering by Examining Spectral Eigenvectors. | Qianjun Xu, Marie desJardins, Kiri Wagstaff |
| 2005 | FlAIRS | Constrained Spectral Clustering under a Local Proximity Structure Assumption. | Qianjun Xu, Marie desJardins, Kiri Wagstaff |
| 2001 | ICML | Constrained K-means Clustering with Background Knowledge. | Kiri Wagstaff, Claire Cardie, Seth Rogers, Stefan Schrdl |
| 2001 | KDD | Generalized clustering, supervised learning, and data assignment. | Annaka Kalton, Pat Langley, Kiri Wagstaff, Jungsoon P. Yoo |
| 2001 | NAACL | Multidocument Summarization via Information Extraction. | Michael White, Tanya Korelsky, Claire Cardie, Vincent Ng, David R. Pierce, Kiri Wagstaff |
| 2000 | AAAI | Refining Inductive Bias in Unsupervised Learning via Constraints. | Kiri Wagstaff |
| 2000 | AAAI | Clustering with Instance-Level Constraints. | Kiri Wagstaff, Claire Cardie |
| 2000 | ICML | Clustering with Instance-level Constraints. | Kiri Wagstaff, Claire Cardie |
| 2000 | KDD | Alpha seeding for support vector machines. | Dennis DeCoste, Kiri Wagstaff |
| 1999 | EMNLP | Noun Phrase Coreference as Clustering. | Claire Cardie, Kiri Wagstaff |