3 papers
cs.LG2026
SAUL: Sharpness-Aware Augmented-Lagrangian Unlearning
Jaewan Choi, Junyoung Yang, Sangdon Park
Machine unlearning in Large Language Models (LLMs) faces a critical trade-off between erasing target knowledge and preserving general utility. We propose SAUL (Sharpness-Aware Augm…
cs.LG2026
Online Conformal Prediction with Adversarial Semi-bandit Feedback via Regret Minimization
Junyoung Yang, Kyungmin Kim, Sangdon Park
Uncertainty quantification is crucial in safety-critical systems, where decisions must be made under uncertainty. In particular, we consider the problem of online uncertainty quant…
cond-mat.supr-con2017
Fulde-Ferrell States in Inverse Proximity Coupled Magnetically-Doped Topological Heterostructures
Moon Jip Park, Junyoung Yang, Youngseok Kim +1
We study the superconducting properties of the thin film BCS superconductor proximity coupled to a magnetically doped topological insulator(TI). Using the mean field theory, we sho…