Discovery of Parkinson's disease states and disease progression modelling: a longitudinal data study using machine learning
- Kristen A. Severson
- Lana M. Chahine
- et al.
- 2021
- The Lancet. Digital health
Paper
Publications
39 results for Soumya Ghosh
Approximate Cross-Validation for Structured Models
- Soumya Ghosh
- William T. Stephenson
- et al.
- 2020
- NeurIPS 2020
Conference paperPersonalized Input-Output Hidden Markov Models for Disease Progression Modeling
- Kristen A. Severson
- Lana M. Chahine
- et al.
- 2020
- MLHC 2020
Conference paperModel fusion with kullback-leibler divergence
- Sebastian Claici
- Mikhail Yurochkin
- et al.
- 2020
- ICML 2020
Conference paperChi-square Information for Invariant Learning
- Prasanna Sattigeri
- Soumya Ghosh
- et al.
- 2020
- ICML 2020
Workshop paperComplication Risk Profiling in Diabetes Care: A Bayesian Multi-Task and Feature Relationship Learning Approach
- Bin Liu
- Ying Li
- et al.
- 2020
- IEEE TKDE
PaperStatistical model aggregation via parameter matching
- Mikhail Yurochkin
- Mayank Agarwal
- et al.
- 2019
- NeurIPS 2019
Conference paperModel selection in Bayesian neural networks via horseshoe priors
- Soumya Ghosh
- Jiayu Yao
- et al.
- 2019
- JMLR
PaperA Unified Staging System for Prodromal and Manifest Huntington’s disease
- A. Mohane
- Z. Sun
- et al.
- 2019
- MDS Congress 2019
Conference paperBayesian nonparametric federated learning of neural networks
- Mikhail Yurochkin
- Mayank Agarwal
- et al.
- 2019
- ICML 2019
Conference paper