publications

2026

  1. CollForgetting
    Forgetting Has Neighbors: Localized Collateral Forgetting in Machine Unlearning
    Polina Dolgova and Sebastian U. Stich
    NeurIPS 2026
  2. Blockwise-NFT
    Sequential Subspace Noise Injection Prevents Accuracy Collapse in Certified Unlearning
    Polina Dolgova and Sebastian U. Stich
    PPML Workshop @ EurIPS 2025, arXiv preprint