Eric Eaton
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ELLA: An efficient lifelong learning algorithm
P Ruvolo, E Eaton
International conference on machine learning, 507-515, 2013
Deep transfer learning for few-shot SAR image classification
M Rostami, S Kolouri, E Eaton, K Kim
Remote Sensing 11 (11), 1374, 2019
Online Multi-Task Learning for Policy Gradient Methods
HB Ammar, E Eaton, P Ruvolo, ME Taylor
International Conference on Machine Learning, 2014
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), 37854, 2016
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
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
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
Using Task Features for Zero-Shot Knowledge Transfer in Lifelong Learning.
D Isele, M Rostami, E Eaton
Ijcai 16, 1620-1626, 2016
A spin-glass model for semi-supervised community detection
E Eaton, R Mansbach
Proceedings of the AAAI Conference on Artificial Intelligence 26 (1), 900-906, 2012
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
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
Active Task Selection for Lifelong Machine Learning.
P Ruvolo, E Eaton
AAAI, 2013
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
Safe policy search for lifelong reinforcement learning with sublinear regret
HB Ammar, R Tutunov, E Eaton
International Conference on Machine Learning, 2361-2369, 2015
Selective transfer between learning tasks using task-based boosting
E Eaton, M desJardins
Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011
Artificial intelligence for pediatric ophthalmology
JE Reid, E Eaton
Current opinion in ophthalmology 30 (5), 337-346, 2019
Sar image classification using few-shot cross-domain transfer learning
M Rostami, S Kolouri, E Eaton, K Kim
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
Transfer learning via minimizing the performance gap between domains
B Wang, J Mendez, M Cai, E Eaton
Advances in neural information processing systems 32, 2019
Rapid multi-objective optimization with multi-year future weather condition and decision-making support for building retrofit
P Shen, W Braham, Y Yi, E Eaton
Energy 172, 892-912, 2019
Set-based boosting for instance-level transfer
E Eaton, M desJardins
2009 IEEE International Conference on Data Mining Workshops, 422-428, 2009
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Artikelen 1–20