Reinforcement learning via kernel temporal difference. - Jihye Bae; Pratik Chhatbar; Joseph T. Francis; Justin C. Sanchez; José C. Príncipe (EMBC, 2011)

Stochastic kernel temporal difference for reinforcement learning. - Jihye Bae; Luis G. Sánchez Giraldo; Pratik Chhatbar; Joseph T. Francis; Justin C. Sanchez; José C. Príncipe (MLSP, 2011)

A new method of concurrently visualizing states, values, and actions in reinforcement based brain machine interfaces. - Jihye Bae; Luis Gonzalo Sánchez Giraldo; Eric A. Pohlmeyer; Justin C. Sanchez; José C. Príncipe (EMBC, 2013)

Information-theoretic metric learning: 2-D linear projections of neural data for visualization. - Austin J. Brockmeier; Luis Gonzalo Sánchez Giraldo; Matthew S. Emigh; Jihye Bae; John S. Choi; Joseph T. Francis; José C. Príncipe (EMBC, 2013)

Correntropy kernel temporal differences for reinforcement learning brain machine interfaces. - Jihye Bae; Luis G. Sánchez Giraldo; José C. Príncipe; Joseph T. Francis (IJCNN, 2014)

Kernel Temporal Differences for Neural Decoding. - Jihye Bae; Luis G. Sánchez Giraldo; Eric A. Pohlmeyer; Joseph T. Francis; Justin C. Sanchez; José C. Príncipe (Comput. Intell. Neurosci., 2015)

Dysfunction of Neurovascular/Metabolic Coupling in Chronic Focal Epilepsy. - Yinchen Song; Rafael A. Torres; Sarahy Garcia; Yisel Frometa; Jihye Bae; Abhay Deshmukh; Wei-Chiang Lin; Ying Zheng; Jorge J. Riera (IEEE Trans. Biomed. Eng., 2016)

On the Impact of Gravity Compensation on Reinforcement Learning in Goal-Reaching Tasks for Robotic Manipulators. - Jonathan Fugal; Jihye Bae; Hasan A. Poonawala (Robotics, 2021)

Kernel Temporal Differences for EEG-based Reinforcement Learning Brain Machine Interfaces. - Bhoj Raj Thapa; Daniel Restrepo Tangarife; Jihye Bae (EMBC, 2022)

The Role of Digital Health Literacy and Socioeconomic Factors in Colorectal Cancer Screening: Machine Learning Analysis of HINTS Data. - Sujin Kim; Madhav Dahal; Avinash Bhakta; Jihye Bae (BIOSTEC (2): HEALTHINF, 2025)

Semantic Reconstruction from Fnirs Using Recurrent Neural Networks. - Santiago Posso Murillo; Luis G. Sánchez Giraldo; Jihye Bae (ISBI, 2025)

HRTR: A Single-stage Transformer for Fine-grained Sub-second Action Segmentation in Stroke Rehabilitation. - Halil Ismail Helvaci; Justin Philip Huber; Jihye Bae; Sen-ching Samson Cheung (CoRR, 2025)