Eric Eaton
University of Leeds(GB)British Geological Survey(GB)California University of Pennsylvania(US)University of Oklahoma Health Sciences Center(US)University of Pennsylvania(US)Philadelphia University(US)
Publications by Year
Research Areas
Domain Adaptation and Few-Shot Learning, Reinforcement Learning in Robotics, Multimodal Machine Learning Applications, Machine Learning and Algorithms, Advanced Neural Network Applications
Most-Cited Works
- ELLA: An Efficient Lifelong Learning Algorithm(2013)
- → Deep Transfer Learning for Few-Shot SAR Image Classification(2019)170 cited
- → Computer Science Curricula 2023(2024)162 cited
- Online Multi-Task Learning for Policy Gradient Methods(2014)
- → MediBoost: a Patient Stratification Tool for Interpretable Decision Making in the Era of Precision Medicine(2016)122 cited
- → Unsupervised Cross-Domain Transfer in Policy Gradient Reinforcement Learning via Manifold Alignment(2015)98 cited
- → Building more accurate decision trees with the additive tree(2019)94 cited
- → Artificial intelligence for pediatric ophthalmology