Eric Eaton
TitleCited byYear
ELLA: An efficient lifelong learning algorithm
P Ruvolo, E Eaton
International Conference on Machine Learning, 507-515, 2013
2052013
Online Multi-Task Learning for Policy Gradient Methods
HB Ammar, E Eaton, P Ruvolo, ME Taylor
International Conference on Machine Learning, 2014
962014
A spin-glass model for semi-supervised community detection
E Eaton, R Mansbach
Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012
762012
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
712008
Using Task Features for Zero-Shot Knowledge Transfer in Lifelong Learning.
D Isele, M Rostami, E Eaton
IJCAI, 1620-1626, 2016
512016
Selective transfer between learning tasks using task-based boosting
E Eaton, M desJardins
Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011
45*2011
MediBoost: a patient stratification tool for interpretable decision making in the era of precision medicine
G Valdes, JM Luna, E Eaton, CB Simone II, LH Ungar, TD Solberg
Scientific reports 6, 37854, 2016
442016
Active Task Selection for Lifelong Machine Learning.
P Ruvolo, E Eaton
AAAI, 2013
442013
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
422014
Unsupervised cross-domain transfer in policy gradient reinforcement learning via manifold alignment
HB Ammar, E Eaton, P Ruvolo, ME Taylor
Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
382015
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
352015
Online Multi-Task Learning via Sparse Dictionary Optimization
P Ruvolo, E Eaton
AAAI, 2014
342014
Safe policy search for lifelong reinforcement learning with sublinear regret
HB Ammar, R Tutunov, E Eaton
International Conference on Machine Learning, 2361-2369, 2015
322015
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
312014
Set-based boosting for instance-level transfer
E Eaton
2009 IEEE International Conference on Data Mining Workshops, 422-428, 2009
312009
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 andá…, 2010
282010
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
262006
Online contrastive divergence with generative replay: Experience replay without storing data
DC Mocanu, MT Vega, E Eaton, P Stone, A Liotta
arXiv preprint arXiv:1610.05555, 2016
112016
Interactive learning using manifold geometry
E Eaton, G Holness, D McFarlane
AAAI’10, 437-443, 2010
102010
Estimating 3d trajectories from 2d projections via disjunctive factored four-way conditional restricted boltzmann machines
DC Mocanu, HB Ammar, L Puig, E Eaton, A Liotta
Pattern Recognition 69, 325-335, 2017
92017
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Articles 1–20