Eura Nofshin

According to our database, Eura Nofshin authored at least 13 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A Sim2Real Approach for Identifying Task-Relevant Properties in Interpretable Machine Learning.

Eura Nofshin, Esther Brown, Brian Lim, Weiwei Pan, Finale Doshi-Velez

CoRR, 2024

Reinforcement Learning Interventions on Boundedly Rational Human Agents in Frictionful Tasks.

Eura Nofshin, Siddharth Swaroop, Weiwei Pan, Susan A. Murphy, Finale Doshi-Velez

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

Leveraging Interpretable Human Models to Personalize AI Interventions for Behavior Change.

Eura Nofshin

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

2023

Online model selection by learning how compositional kernels evolve.

Eura Shin, Predrag Klasnja, Susan A. Murphy, Finale Doshi-Velez

Trans. Mach. Learn. Res., 2023

Discovering User Types: Mapping User Traits by Task-Specific Behaviors in Reinforcement Learning.

Lars Lien Ankile, Brian S. Ham, Kevin Mao, Eura Shin, Siddharth Swaroop, Finale Doshi-Velez, Weiwei Pan

CoRR, 2023

2022

Learning from Non-experts: An Interactive and Adaptive Learning Approach for Appliance Recognition in Smart Homes.

Jackson Codispoti, Atieh Rajabi Khamesi, Nelson Penn, Simone Silvestri, Eura Shin

ACM Trans. Cyber Phys. Syst., 2022

Modeling Mobile Health Users as Reinforcement Learning Agents.

Eura Shin, Siddharth Swaroop, Weiwei Pan, Susan A. Murphy, Finale Doshi-Velez

CoRR, 2022

2021

Online structural kernel selection for mobile health.

Eura Shin, Pedja Klasnja, Susan A. Murphy, Finale Doshi-Velez

CoRR, 2021

Design and Evaluation of a Hair Combing System Using a General-Purpose Robotic Arm.

Nathaniel Dennler, Eura Shin, Maja J. Mataric, Stefanos Nikolaidis

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

2020

A User-Centered Active Learning Approach for Appliance Recognition.

Eura Shin, Atieh Rajabi Khamesi, Zachary Bahr, Simone Silvestri, Denise A. Baker

Proceedings of the IEEE International Conference on Smart Computing, 2020

Machine Learning in the Wild: The Case of User-Centered Learning in Cyber Physical Systems.

Atieh Rajabi Khamesi, Eura Shin, Simone Silvestri

Proceedings of the 2020 International Conference on COMmunication Systems & NETworkS, 2020

2019

Expanding annotated data with informed labels for weak supervision.

Eura Shin, Samuel Berglin, Jacob Furst, Daniela Raicu

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2019

Efficient learning in computer-aided diagnosis through label propagation.

Samuel Berglin, Eura Shin, Jacob Furst, Daniela Raicu

Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, 2019