Unsupervised learning with contrastive latent variable models
- Kristen A. Severson
- Soumya Ghosh
- et al.
- 2019
- AAAI 2019
Conference paper
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
PaperStructured variational learning of Bayesian neural networks with horseshoe priors
- Soumya Ghosh
- Jiayu Yao
- et al.
- 2018
- ICML 2018
Conference paperContext-sensitive prediction of facial expressivity using multimodal hierarchical Bayesian neural networks
- Ajjen Joshi
- Soumya Ghosh
- et al.
- 2018
- FG 2018
Conference paperEarly prediction of diabetes complications from electronic health records: A multi-task survival analysis approach
- Bin Liu
- Ying Li
- et al.
- 2018
- AAAI 2018
Conference paperPersonalizing gesture recognition using hierarchical Bayesian neural networks
- Ajjen Joshi
- Soumya Ghosh
- et al.
- 2017
- CVPR 2017
Conference paperAn Exploration of Latent Structure in Observational Huntington’s Disease Studies
- Soumya Ghosh
- Zhaonan Sun
- et al.
- 2017
- AMIA Joint Summits on Translational Science 2017
Conference paperA 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
PaperDeep State Space Models for Computational Phenotyping
- Soumya Ghosh
- Yu Cheng
- et al.
- 2016
- ICHI 2016
Conference paper