Eric Eaton
Title
Cited by
Cited by
Year
ELLA: An efficient lifelong learning algorithm
P Ruvolo, E Eaton
International Conference on Machine Learning, 507-515, 2013
2852013
Online Multi-Task Learning for Policy Gradient Methods
HB Ammar, E Eaton, P Ruvolo, ME Taylor
International Conference on Machine Learning, 2014
1322014
Modeling transfer relationships between learning tasks for improved inductive transfer
E Eaton, M desJardins, T Lane
Machine Learning and Knowledge Discovery in Databases, 317-332, 2008
972008
A spin-glass model for semi-supervised community detection
E Eaton, R Mansbach
Proceedings of the AAAI Conference on Artificial Intelligence 26 (1), 2012
932012
MediBoost: a patient stratification tool for interpretable decision making in the era of precision medicine
G Valdes, JM Luna, E Eaton, CB Simone, LH Ungar, TD Solberg
Scientific reports 6 (1), 1-8, 2016
742016
Using Task Features for Zero-Shot Knowledge Transfer in Lifelong Learning.
D Isele, M Rostami, E Eaton
IJCAI, 1620-1626, 2016
722016
Unsupervised cross-domain transfer in policy gradient reinforcement learning via manifold alignment
HB Ammar, E Eaton, P Ruvolo, M Taylor
Proceedings of the AAAI Conference on Artificial Intelligence 29 (1), 2015
602015
An automated measure of MDP similarity for transfer in reinforcement learning
HB Ammar, E Eaton, ME Taylor, DC Mocanu, K Driessens, G Weiss, ...
Workshops at the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014
602014
Autonomous cross-domain knowledge transfer in lifelong policy gradient reinforcement learning
HB Ammar, E Eaton, JM Luna, P Ruvolo
Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
572015
Deep transfer learning for few-shot sar image classification
M Rostami, S Kolouri, E Eaton, K Kim
Remote Sensing 11 (11), 1374, 2019
542019
Active Task Selection for Lifelong Machine Learning.
P Ruvolo, E Eaton
AAAI, 2013
542013
Safe policy search for lifelong reinforcement learning with sublinear regret
HB Ammar, R Tutunov, E Eaton
International Conference on Machine Learning, 2361-2369, 2015
532015
Selective transfer between learning tasks using task-based boosting
E Eaton, M desJardins
Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011
462011
Set-based boosting for instance-level transfer
E Eaton, M desJardins
2009 IEEE International Conference on Data Mining Workshops, 422-428, 2009
462009
Online Multi-Task Learning via Sparse Dictionary Optimization
P Ruvolo, E Eaton
AAAI, 2014
422014
Multi-view constrained clustering with an incomplete mapping between views
E Eaton, M desJardins, S Jacob
Knowledge and information systems 38 (1), 231-257, 2014
322014
Multi-view clustering with constraint propagation for learning with an incomplete mapping between views
E Eaton, M Desjardins, S Jacob
Proceedings of the 19th ACM international conference on Information and …, 2010
302010
Building more accurate decision trees with the additive tree
JM Luna, ED Gennatas, LH Ungar, E Eaton, ES Diffenderfer, ST Jensen, ...
Proceedings of the National Academy of Sciences 116 (40), 19887-19893, 2019
272019
Learning user preferences for sets of objects
M desJardins, E Eaton, KL Wagstaff
Proceedings of the 23rd international conference on Machine learning, 273-280, 2006
272006
Expert-augmented machine learning
ED Gennatas, JH Friedman, LH Ungar, R Pirracchio, E Eaton, ...
Proceedings of the National Academy of Sciences 117 (9), 4571-4577, 2020
212020
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Articles 1–20