Refereed Publications
- Eric Eaton, Marie desJardins, and Terran Lane. (2008). Modeling Transfer Relationships Between
Learning Tasks for Improved Inductive Transfer. To appear in the LNCS
Proceedings of the 2008 European Conference on Machine Learning (ECML-08), Springer-Verlag,
September 15–19, Antwerp, Belgium.
- Eric Eaton. (2008). Gridworld Search and Rescue: A Project Framework
for a Course in Artificial Intelligence. To appear in the
Proceedings of the AAAI-08 AI Education Colloquium,
July 13, Chicago, IL.
- Eric Eaton, Marie desJardins, and Terran Lane. (2008). Using
functions on a model graph for inductive transfer. In the
Northeast Student Colloquium on Artificial Intelligence (NESCAI-08),
May 2-4, Ithaca, NY.
- Eric Eaton, Marie desJardins, and John Stevenson. (2007).
Using multiresolution learning for transfer in image classification. In Proceedings of the Twenty-Second
Conference on Artificial Intelligence (AAAI-07) [Student Abstract],
Vancouver, British Columbia, Canada. [poster]
- Eric Eaton. (2006). Multi-resolution learning for knowledge transfer.
In Proceedings of the Twenty-First Conference on Artificial Intelligence (AAAI-06)
[Doctoral Consortium], July 16-20, Boston, MA.
- Eric Eaton and Marie desJardins. (2006). Knowledge transfer with a multiresolution
ensemble of classifiers. In Proceedings of the ICML-06 Workshop on Structural
Knowledge Transfer for Machine Learning, June 29, Pittsburgh, PA.
- Marie desJardins, Eric Eaton, and Kiri Wagstaff. (2006). Learning user preferences
for sets of objects. In Proceedings of the International Conference on Machine
Learning, June 25–29, Pittsburgh, PA. [software]
- Eric Eaton. (2005). Clustering with Propagated Constraints.
Master's Thesis, University of Maryland Baltimore County.
- Marie desJardins, Eric Eaton, and Kiri Wagstaff. (2005). A
context-sensitive and user-centric approach to developing personal assistants. In Proceedings of the AAAI
Spring Symposium on Persistent Assistants, March 21–23, Stanford, CA, 98–100.
Software
Poster Presentations
- Eric Eaton and Padmavathia Mundur. (2003). A multi-tier architecture for video
communication systems. Undergraduate Research and Creative Achievement Day,
University of Maryland Baltimore County, April 30, Baltimore,
MD.
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