krylov-subspace

Tag

Cards List
#krylov-subspace

Causal Unlearning in Collaborative Optimization: Exact and Approximate Influence Reversal under Adversarial Contributions

arXiv cs.LG · 2026-05-21 Cached

Introduces HF-KCU, a method for efficient machine unlearning in federated learning that uses Krylov subspace approximations to remove a client's contribution, achieving significant speedup over retraining while preserving model accuracy and providing robustness against adversarial perturbations.

0 favorites 0 likes
← Back to home

Submit Feedback