Jesse C. Cresswell

Federated learning and differential privacy for medical image analysis

Mohammed Adnan, Shivam Kalra, Jesse C. Cresswell et al. · Scientific Reports · 2022 · 291 citations · Full text

Decentralized federated learning through proxy model sharing

Shivam Kalra, Junfeng Wen, Jesse C. Cresswell et al. · Nature Communications · 2023 · 125 citations · Full text

Federated Learning and Differential Privacy for Medical Image Analysis

Mohammed Adnan, Shivam Kalra, Jesse C. Cresswell et al. · Research Square (Research Square) · 2021 · 92 citations · Full text

CaloMan: Fast generation of calorimeter showers with density estimation on learned manifolds

Jesse C. Cresswell, Brendan Leigh Ross, Gabriel Loaiza-Ganem et al. · arXiv (Cornell University) · 2022 · 35 citations · Full text

Geometric Learning, Engineering, Machine Learning +16

Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models

George Stein, Jesse C. Cresswell, Rasa Hosseinzadeh et al. · arXiv (Cornell University) · 2023 · 20 citations · Full text

Unfair Treatment, Engineering, Machine Learning +20