Model fusion with kullback-leibler divergence
- Sebastian Claici
- Mikhail Yurochkin
- et al.
- 2020
- ICML 2020
Publications
36 results for Soumya Ghosh
Chi-square Information for Invariant Learning
- Prasanna Sattigeri
- Soumya Ghosh
- et al.
- 2020
- ICML 2020
Complication Risk Profiling in Diabetes Care: A Bayesian Multi-Task and Feature Relationship Learning Approach
- Bin Liu
- Ying Li
- et al.
- 2020
- IEEE TKDE
Statistical model aggregation via parameter matching
- Mikhail Yurochkin
- Mayank Agarwal
- et al.
- 2019
- NeurIPS 2019
Model selection in Bayesian neural networks via horseshoe priors
- Soumya Ghosh
- Jiayu Yao
- et al.
- 2019
- JMLR
A Unified Staging System for Prodromal and Manifest Huntington’s disease
- A. Mohane
- Z. Sun
- et al.
- 2019
- MDS Congress 2019
Bayesian nonparametric federated learning of neural networks
- Mikhail Yurochkin
- Mayank Agarwal
- et al.
- 2019
- ICML 2019
Unsupervised learning with contrastive latent variable models
- Kristen A. Severson
- Soumya Ghosh
- et al.
- 2019
- AAAI 2019
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