Alyssa Unell

icon indicating a website link https://aunell.github.io/

icon company Stanford University icon location Stanford CS PhD student studying data-centric AI and healthcare

Results 2 issues of Alyssa Unell

Federated Learning Secure Aggregation

We would like to implement secure aggregation MPC in federated learning (similar to issue (https://github.com/epfml/disco/issues/9) for decentralized learning). Through secure aggregation, the server will no longer be able to reconstruct...

feature
federated
lauzhack2022

Decentralized Learning Implementation Fails to Add New Peers

2 comment

**EDIT:** The connection problem occurs at a later stage. It is slightly different from what we thought. More refined tests in `/server/tests/end_to_end_decentralized.ts` show that: 1. After 2 `insecureDecentralized` clients (A...

bug
help wanted
decentralized