Unsupervised learning with contrastive latent variable models
- Kristen A. Severson
- Soumya Ghosh
- et al.
- 2019
- AAAI 2019
Publications
39 results for Soumya Ghosh
A probabilistic disease progression modeling approach and its application to integrated Huntington's disease observational data
- Zhaonan Sun
- Soumya Ghosh
- et al.
- 2019
- JAMIA Open
Structured variational learning of Bayesian neural networks with horseshoe priors
- Soumya Ghosh
- Jiayu Yao
- et al.
- 2018
- ICML 2018
Context-sensitive prediction of facial expressivity using multimodal hierarchical Bayesian neural networks
- Ajjen Joshi
- Soumya Ghosh
- et al.
- 2018
- FG 2018
Early prediction of diabetes complications from electronic health records: A multi-task survival analysis approach
- Bin Liu
- Ying Li
- et al.
- 2018
- AAAI 2018
Personalizing gesture recognition using hierarchical Bayesian neural networks
- Ajjen Joshi
- Soumya Ghosh
- et al.
- 2017
- CVPR 2017
An Exploration of Latent Structure in Observational Huntington’s Disease Studies
- Soumya Ghosh
- Zhaonan Sun
- et al.
- 2017
- AMIA Joint Summits on Translational Science 2017
A Data-Driven Method for Generating Robust Symptom Onset Indicators in Huntington's Disease Registry Data
- Zhaonan Sun
- Ying Li
- et al.
- 2017
- AMIA Annual Symposium
Deep State Space Models for Computational Phenotyping
- Soumya Ghosh
- Yu Cheng
- et al.
- 2016
- ICHI 2016