Yuria Utsumi

According to our database, Yuria Utsumi authored at least 6 papers between 2018 and 2023.

Collaborative distances:

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

2023

Closing the Gap in High-Risk Pregnancy Care Using Machine Learning and Human-AI Collaboration.

Hussein Mozannar, Yuria Utsumi, Irene Y. Chen, Stephanie S. Gervasi, Michele Ewing, Aaron Smith-McLallen, David A. Sontag

CoRR, 2023

2022

Knowledge Distillation via Constrained Variational Inference.

Ardavan Saeedi, Yuria Utsumi, Li Sun, Kayhan Batmanghelich, Li-Wei H. Lehman

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

G-Net: a Recurrent Network Approach to G-Computation for Counterfactual Prediction Under a Dynamic Treatment Regime.

Rui Li, Stephanie M. Hu, Mingyu Lu, Yuria Utsumi, Prithwish Chakraborty, Daby M. Sow, Piyush Madan, Jun Li, Mohamed F. Ghalwash, Zach Shahn, Li-Wei H. Lehman

Proceedings of the Machine Learning for Health, 2021

2019

Meta-Weighted Gaussian Process Experts for Personalized Forecasting of AD Cognitive Changes.

Ognjen (Oggi) Rudovic, Yuria Utsumi, Ricardo Guerrero, Kelly Peterson, Daniel Rueckert, Rosalind W. Picard

Proceedings of the Machine Learning for Healthcare Conference, 2019

2018

CultureNet: A Deep Learning Approach for Engagement Intensity Estimation from Face Images of Children with Autism.

Ognjen Rudovic, Yuria Utsumi, Jaeryoung Lee, Javier Hernandez, Eduardo Castelló Ferrer, Björn W. Schuller, Rosalind W. Picard

Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

Personalized Gaussian Processes for Forecasting of Alzheimer's Disease Assessment Scale-Cognition Sub-Scale (ADAS-Cog13).

Yuria Utsumi, Ognjen (Oggi) Rudovic, Kelly Peterson, Ricardo Guerrero, Rosalind W. Picard

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018