Eric Eaton

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Paul RuvoloAssociate Professor of Computer Science, Olin College of EngineeringPatvirtintas el. paštas olin.edu
Haitham Bou-AmmarReinforcement Learning Team Leader @ Huawei London & H. Assistant Professor @ UCLPatvirtintas el. paštas huawei.com
José Marcio LunaInstructor, Mallinckrodt Institute of Radiology, Washington University in St. LouisPatvirtintas el. paštas wustl.edu
Mohammad RostamiUniversity of Southern CaliforniaPatvirtintas el. paštas usc.edu
Marie desJardinsDean and Professor of Computer SciencePatvirtintas el. paštas simmons.edu
Gilmer ValdesAssociate Professor, University of California San FranciscoPatvirtintas el. paštas ucsf.edu
Timothy SolbergSenior Advisor, University of WashingtonPatvirtintas el. paštas uw.edu
Lyle UngarUniversity of PennsylvaniaPatvirtintas el. paštas cis.upenn.edu
David IseleHonda Research Institute, University of PennsylvaniaPatvirtintas el. paštas HONDA-RI.COM
Matthew E. TaylorAssociate Professor, University of AlbertaPatvirtintas el. paštas ualberta.ca
Decebal Constantin MocanuAssistant Professor at University of Twente, Eindhoven University of TechnologyPatvirtintas el. paštas utwente.nl
Terran LaneProfessor of Computer Science, University of New MexicoPatvirtintas el. paštas cs.unm.edu
Boyu WangDepartment of Computer Science, University of Western OntarioPatvirtintas el. paštas csd.uwo.ca
Kiri WagstaffOregon State UniversityPatvirtintas el. paštas wkiri.com
Rasul TutunovMassachusetts Institute of TechnologyPatvirtintas el. paštas mit.edu
Seungwon LeeUniversity of PennsylvaniaPatvirtintas el. paštas seas.upenn.edu
Peter StoneProfessor of Computer Science, The University of Texas at AustinPatvirtintas el. paštas cs.utexas.edu
Rachael (Ré) MansbachAssistant Professor of Physics, Concordia UniversityPatvirtintas el. paštas concordia.ca
Karl TuylsResearch Scientist, Google DeepMind and Professor of computer science, University of LiverpoolPatvirtintas el. paštas google.com
Gerhard WeissProfessor of Computer Science and Artificial Intelligence, Maastricht UniversityPatvirtintas el. paštas maastrichtuniversity.nl

Stebėti

Eric Eaton

University of Pennsylvania

Patvirtintas el. paštas cis.upenn.edu - Pagrindinis puslapis

machine learning lifelong learning interactive AI robotics medicine


Pavadinimas Rūšiuoti pagal šaltinius Rūšiuoti pagal metus Rūšiuoti pagal pavadinimą	Cituota Cituota	Metai
ELLA: An efficient lifelong learning algorithm P Ruvolo, E Eaton International conference on machine learning, 507-515, 2013	385	2013
Online Multi-Task Learning for Policy Gradient Methods HB Ammar, E Eaton, P Ruvolo, ME Taylor International Conference on Machine Learning, 2014	164	2014
Deep transfer learning for few-shot SAR image classification M Rostami, S Kolouri, E Eaton, K Kim Remote Sensing 11 (11), 1374, 2019	143	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	103	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	101	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	90	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	79	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	74	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	59	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	46	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	45	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	42	2019

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