Picture for Gintare Karolina Dziugaite

Gintare Karolina Dziugaite

Element AI

Less is More: Undertraining Experts Improves Model Upcycling

Add code
Jun 17, 2025
Viaarxiv icon

From Dormant to Deleted: Tamper-Resistant Unlearning Through Weight-Space Regularization

Add code
May 28, 2025
Viaarxiv icon

Leveraging Per-Instance Privacy for Machine Unlearning

Add code
May 24, 2025
Viaarxiv icon

On the Dichotomy Between Privacy and Traceability in $\ell_p$ Stochastic Convex Optimization

Add code
Feb 24, 2025
Viaarxiv icon

Soup to go: mitigating forgetting during continual learning with model averaging

Add code
Jan 09, 2025
Viaarxiv icon

Torque-Aware Momentum

Add code
Dec 25, 2024
Viaarxiv icon

Improved Localized Machine Unlearning Through the Lens of Memorization

Add code
Dec 03, 2024
Viaarxiv icon

Unlearning in- vs. out-of-distribution data in LLMs under gradient-based method

Add code
Nov 07, 2024
Viaarxiv icon

Mechanistic Unlearning: Robust Knowledge Unlearning and Editing via Mechanistic Localization

Add code
Oct 16, 2024
Viaarxiv icon

The Non-Local Model Merging Problem: Permutation Symmetries and Variance Collapse

Add code
Oct 16, 2024
Viaarxiv icon