ipc-lab / private-ml-for-health

Dopamine: Differentially Private Federated Learning on Medical Data (AAAI - PPAI)

Date Created 2020-10-27 (3 years ago)

Commits 102 (last one 3 years ago)

Stargazers 67 (0 this week)

Watchers 8 (0 this week)

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RepositoryStats indexes 565,279 repositories, of these ipc-lab/private-ml-for-health is ranked #371,115 (34th percentile) for total stargazers, and #241,498 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #69,451/111,292.

ipc-lab/private-ml-for-health is also tagged with popular topics, for these it's ranked: deep-learning (#5,961/8171), machine-learning (#5,629/7698), privacy (#777/999), federated-learning (#121/194)

Other Information

ipc-lab/private-ml-for-health has Github issues enabled, there is 1 open issue and 2 closed issues.

Homepage URL: https://arxiv.org/abs/2101.11693

All Topics

opacus privacy squeezenet deep-learning machine-learning federated-learning deep-neural-network medical-application diabetic-retinopathy differential-privacy medical-image-processing diabetic-retinopathy-detection secure-multi-party-computation

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updated: 2024-09-02 @ 11:34am, id: 307679381 / R_kgDOElbQlQ