Eric Eaton

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José Marcio LunaAssistant Professor, Mallinckrodt Institute of Radiology, Washington University in St. LouisVerified email at wustl.edu
Haitham Bou-AmmarRL-Team Leader, BO-Team Leader, MAS-Team Leader @ Huawei London & H. Assistant Professor @ UCLVerified email at huawei.com
Paul RuvoloAssociate Professor of Computer Science, Olin College of EngineeringVerified email at olin.edu
Mohammad RostamiUniversity of Southern CaliforniaVerified email at seas.upenn.edu
Gilmer ValdesAssociate Professor, University of California San FranciscoVerified email at ucsf.edu
Lyle UngarUniversity of PennsylvaniaVerified email at cis.upenn.edu
Marie desJardinsDean and Professor of Computer ScienceVerified email at simmons.edu
Timothy SolbergSenior Advisor, University of WashingtonVerified email at uw.edu
David IseleHonda Research Institute, University of PennsylvaniaVerified email at HONDA-RI.COM
Matthew E. TaylorProfessor, University of AlbertaVerified email at ualberta.ca
Decebal Constantin MocanuAssociate Professor in Machine Learning, University of Luxembourg, TU EindhovenVerified email at uni.lu
Boyu WangDepartment of Computer Science, University of Western OntarioVerified email at csd.uwo.ca
Terran LaneProfessor of Computer Science, University of New MexicoVerified email at cs.unm.edu
Kiri WagstaffVerified email at wkiri.com
Peter StoneProfessor of Computer Science, The University of Texas at AustinVerified email at cs.utexas.edu
Rasul TutunovMassachusetts Institute of TechnologyVerified email at mit.edu
Karl TuylsResearch Scientist, Entrepreneur, ex-Google DeepMind, Prof at University of LiverpoolVerified email at hcompany.ai
Gerhard WeissProfessor of Computer Science and Artificial Intelligence, Maastricht UniversityVerified email at maastrichtuniversity.nl
Rachael (Ré) MansbachAssistant Professor of Physics, Concordia UniversityVerified email at concordia.ca
Julia E ReidChildren's Hospital of PhiladelphiaVerified email at chop.edu

Eric Eaton

University of Pennsylvania

Verified email at cis.upenn.edu - Homepage

machine learning lifelong learning interactive AI robotics medicine


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
ELLA: An efficient lifelong learning algorithm P Ruvolo, E Eaton International conference on machine learning, 507-515, 2013	458	2013
Deep transfer learning for few-shot SAR image classification M Rostami, S Kolouri, E Eaton, K Kim Remote Sensing 11 (11), 1374, 2019	237	2019
Online Multi-Task Learning for Policy Gradient Methods HB Ammar, E Eaton, P Ruvolo, ME Taylor International Conference on Machine Learning, 2014	193	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	126	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	124	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	123	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	115	2014
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	108	2012
Using Task Features for Zero-Shot Knowledge Transfer in Lifelong Learning. D Isele, M Rostami, E Eaton Ijcai 16, 1620-1626, 2016	106	2016
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	104	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	98	2015
Active Task Selection for Lifelong Machine Learning. P Ruvolo, E Eaton AAAI, 2013	89	2013
Artificial intelligence for pediatric ophthalmology JE Reid, E Eaton Current opinion in ophthalmology 30 (5), 337-346, 2019	87	2019
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	85	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	82	2015
Selective transfer between learning tasks using task-based boosting E Eaton, M desJardins Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011	79	2011
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	72	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	72	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	67	2019
Blue sky ideas in artificial intelligence education from the EAAI 2017 new and future AI educator program E Eaton, S Koenig, C Schulz, F Maurelli, J Lee, J Eckroth, M Crowley, ... AI Matters 3 (4), 23-31, 2018	60	2018

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