Eric Eaton

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Paul RuvoloAssociate Professor of Computer Science, Olin College of EngineeringGeverifieerd e-mailadres voor olin.edu
Haitham Bou-AmmarReinforcement Learning Team Leader @ Huawei London & H. Assistant Professor @ UCLGeverifieerd e-mailadres voor huawei.com
José Marcio LunaInstructor, Mallinckrodt Institute of Radiology, Washington University in St. LouisGeverifieerd e-mailadres voor wustl.edu
Mohammad RostamiUniversity of Southern CaliforniaGeverifieerd e-mailadres voor usc.edu
Marie desJardinsDean and Professor of Computer ScienceGeverifieerd e-mailadres voor simmons.edu
Gilmer ValdesAssociate Professor, University of California San FranciscoGeverifieerd e-mailadres voor ucsf.edu
Timothy SolbergSenior Advisor, University of WashingtonGeverifieerd e-mailadres voor uw.edu
Lyle UngarUniversity of PennsylvaniaGeverifieerd e-mailadres voor cis.upenn.edu
David IseleHonda Research Institute, University of PennsylvaniaGeverifieerd e-mailadres voor HONDA-RI.COM
Matthew E. TaylorAssociate Professor, University of AlbertaGeverifieerd e-mailadres voor ualberta.ca
Decebal Constantin MocanuAssistant Professor at University of Twente, Eindhoven University of TechnologyGeverifieerd e-mailadres voor utwente.nl
Terran LaneProfessor of Computer Science, University of New MexicoGeverifieerd e-mailadres voor cs.unm.edu
Boyu WangDepartment of Computer Science, University of Western OntarioGeverifieerd e-mailadres voor csd.uwo.ca
Kiri WagstaffOregon State UniversityGeverifieerd e-mailadres voor wkiri.com
Rasul TutunovMassachusetts Institute of TechnologyGeverifieerd e-mailadres voor mit.edu
Seungwon LeeUniversity of PennsylvaniaGeverifieerd e-mailadres voor seas.upenn.edu
Peter StoneProfessor of Computer Science, The University of Texas at AustinGeverifieerd e-mailadres voor cs.utexas.edu
Rachael (Ré) MansbachAssistant Professor of Physics, Concordia UniversityGeverifieerd e-mailadres voor concordia.ca
Karl TuylsResearch Scientist, Google DeepMind and Professor of computer science, University of LiverpoolGeverifieerd e-mailadres voor google.com
Gerhard WeissProfessor of Computer Science and Artificial Intelligence, Maastricht UniversityGeverifieerd e-mailadres voor maastrichtuniversity.nl

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Eric Eaton

University of Pennsylvania

Geverifieerd e-mailadres voor cis.upenn.edu - Homepage

machine learning lifelong learning interactive AI robotics medicine


Titel Sorteren op citaties Sorteren op jaar Sorteren op titel	Geciteerd door Geciteerd door	Jaar
ELLA: An efficient lifelong learning algorithm P Ruvolo, E Eaton International conference on machine learning, 507-515, 2013	379	2013
Online Multi-Task Learning for Policy Gradient Methods HB Ammar, E Eaton, P Ruvolo, ME Taylor International Conference on Machine Learning, 2014	162	2014
Deep transfer learning for few-shot SAR image classification M Rostami, S Kolouri, E Eaton, K Kim Remote Sensing 11 (11), 1374, 2019	133	2019
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	111	2008
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	102	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	99	2012
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	94	2014
Using Task Features for Zero-Shot Knowledge Transfer in Lifelong Learning. D Isele, M Rostami, E Eaton Ijcai 16, 1620-1626, 2016	88	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	83	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	78	2015
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	70	2020
Active Task Selection for Lifelong Machine Learning. P Ruvolo, E Eaton AAAI, 2013	70	2013
Selective transfer between learning tasks using task-based boosting E Eaton, M desJardins Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011	68	2011
Safe policy search for lifelong reinforcement learning with sublinear regret HB Ammar, R Tutunov, E Eaton International Conference on Machine Learning, 2361-2369, 2015	62	2015
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	57	2019
Set-based boosting for instance-level transfer E Eaton, M desJardins 2009 IEEE International Conference on Data Mining Workshops, 422-428, 2009	52	2009
Artificial intelligence for pediatric ophthalmology JE Reid, E Eaton Current opinion in ophthalmology 30 (5), 337-346, 2019	45	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	45	2019
Online Multi-Task Learning via Sparse Dictionary Optimization P Ruvolo, E Eaton AAAI, 2014	44	2014
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	40	2019

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