Federated learning
Part of Federated and private learning
Federated learning is gaining ground in AI research: 0.1% to 0.1% of new AI papers, +0.0 points. It ranks #74 of 214 by gain in share. As of Oct 10, 2026.
- Change in share
- +0.0 pts
- Share, last 3 months
- 0.1%
- Papers, last 3 months
- 38
- Ready for products
- 2.4 / 5
More in Federated and private learning
Personalized federated learning0.1% → 0.1%+0.0 ptsCommunication efficient federated learning0.1% → 0.1%+0.0 ptsSplit learning0.0% → 0.1%0.0 ptsSecure multiparty computation0.0% → 0.0%0.0 ptsPrivacy utility tradeoff0.0% → 0.0%0.0 ptsFederated fine tuning0.1% → 0.1%0.0 ptsHomomorphic encryption0.0% → 0.0%0.0 ptsFederated unlearning0.1% → 0.0%0.0 ptsPrivacy preserving machine learning0.1% → 0.1%0.0 ptsDifferentially private stochastic gradient descent0.1% → 0.0%0.0 pts
Federated learning: quick answers
Yes. Its share of new AI papers went from 0.1% to 0.1%, with 38 papers in the last 3 months.