Modeling Transfer Relationships Between Learning Tasks for Improved Inductive Transfer

Author:

Eaton Eric,desJardins Marie,Lane Terran

Publisher

Springer Berlin Heidelberg

Reference22 articles.

1. Marx, Z., Rosenstein, M.T., Kaelbling, L.P., Dietterich, T.G.: Transfer learning with an ensemble of background tasks. In: NIPS 2005 Workshop on Transfer Learning, Whistler, BC, Canada (2005)

2. Kienzle, W., Chellapilla, K.: Personalized handwriting recognition via biased regularization. In: Proceedings of the Twenty-Third International Conference on Machine Learning, Pittsburgh, PA (2006)

3. Thrun, S., O’Sullivan, J.: Clustering learning tasks and the selective cross-task transfer of knowledge. Technical Report CMU-CS-95-209, Carnegie Mellon University, Pittsburgh, PA (November 1995)

4. Thrun, S., O’Sullivan, J.: Discovering structure in multiple learning tasks: the TC algorithm. In: Proceedings of the Thirteenth International Conference on Machine Learning, pp. 489–497. Morgan Kaufmann, San Francisco (July 1996)

5. Bakker, B., Heskes, T.: Task clustering and gating for Bayesian multitask learning. Machine Learning Research 4, 83–99 (2003)

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