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Eric Eaton

Deep Transfer Learning for Few-Shot SAR Image Classification
2019 · Mohammad Rostami, Soheil Kolouri, et al. · Remote Sensing · 247
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Computer Science Curricula 2023
2024 · Amruth N. Kumar, Rajendra K. Raj, et al. · ACM eBooks · 223
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ELLA: An Efficient Lifelong Learning Algorithm
2013 · Paul Ruvolo, Eric Eaton · 220
Online Multi-Task Learning for Policy Gradient Methods
2014 · Haitham Bou Ammar, Eric Eaton, et al. · 137
Expert-augmented machine learning
2020 · Efstathios D. Gennatas, Jerome H. Friedman, et al. · Proceedings of the National Academy of Sciences · 120
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MediBoost: a Patient Stratification Tool for Interpretable Decision Making in the Era of Precision Medicine
2016 · Gilmer Valdes, José Marcio Luna, et al. · Scientific Reports · 118
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Building more accurate decision trees with the additive tree
2019 · José Marcio Luna, Efstathios D. Gennatas, et al. · Proceedings of the National Academy of Sciences · 99
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Artificial intelligence for pediatric ophthalmology
2019 · Julia E. Reid, Eric Eaton · Current Opinion in Ophthalmology · 95
Unsupervised Cross-Domain Transfer in Policy Gradient Reinforcement Learning via Manifold Alignment
2015 · Haitham Bou Ammar, Eric Eaton, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 91
Rapid multi-objective optimization with multi-year future weather condition and decision-making support for building retrofit
2019 · Pengyuan Shen, William Braham, et al. · Energy · 76
Modeling Transfer Relationships Between Learning Tasks for Improved Inductive Transfer
2008 · Eric Eaton, Marie desJardins, et al. · Lecture notes in computer science · 68
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A Spin-Glass Model for Semi-Supervised Community Detection
2021 · Eric Eaton, Rachael Mansbach · Proceedings of the AAAI Conference on Artificial Intelligence · 65
SAR Image Classification Using Few-Shot Cross-Domain Transfer Learning
2019 · Mohammad Rostami, Soheil Kolouri, et al. · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 65
Active Task Selection for Lifelong Machine Learning
2013 · Paul Ruvolo, Eric Eaton · Proceedings of the AAAI Conference on Artificial Intelligence · 61
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Selective Transfer Between Learning Tasks Using Task-Based Boosting
2011 · Eric Eaton, Marie DesJardins · Proceedings of the AAAI Conference on Artificial Intelligence · 60
An automated measure of MDP similarity for transfer in reinforcement learning
2014 · Haitham Bou Ammar, Eric Eaton, et al. · 55
A collective AI via lifelong learning and sharing at the edge
2024 · Andrea Soltoggio, Eseoghene Ben-Iwhiwhu, et al. · Nature Machine Intelligence · 48
Blue sky ideas in artificial intelligence education from the EAAI 2017 new and future AI educator program
2018 · Eric Eaton, Sven Koenig, et al. · AI Matters · 46
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Autonomous cross-domain knowledge transfer in lifelong policy gradient reinforcement learning
2015 · Haitham Bou Ammar, Eric Eaton, et al. · International Conference on Artificial Intelligence · 46
Set-Based Boosting for Instance-Level Transfer
2009 · Eric Eaton, Marie desJardins · IEEE ... International Conference on Data Mining workshops · 38
Online Multi-Task Learning via Sparse Dictionary Optimization
2014 · Paul Ruvolo, Eric Eaton · Proceedings of the AAAI Conference on Artificial Intelligence · 35
Multi-view clustering with constraint propagation for learning with an incomplete mapping between views
2010 · Eric Eaton, Marie desJardins, et al. · ACM International Conference on Information and Knowledge Management (CIKM) · 33
Learning user preferences for sets of objects
2006 · Marie desJardins, Eric Eaton, et al. · International Conference on Machine Learning · 33
Multi-View Constrained Clustering with an Incomplete Mapping Between Views
2012 · Eric Eaton, Marie desJardins, et al. · 29
Using Task Descriptions in Lifelong Machine Learning for Improved Performance and Zero-Shot Transfer
2020 · Mohammad Rostami, David Isele, et al. · Journal of Artificial Intelligence Research · 26
Works count: 132
Citation count: 2,520
H-index: 26
I10-index: 38
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