3 papers
cs.CR2026
Sola-Visibility-ISPM: Benchmarking Agentic AI for Identity Security Posture Management Visibility
Gal Engelberg, Konstantin Koutsyi, Leon Goldberg +5
Identity Security Posture Management (ISPM) is a core challenge for modern enterprises operating across cloud and SaaS environments. Answering basic ISPM visibility questions, such…
stat.ML2025
Generalization and Robustness of the Tilted Empirical Risk
Gholamali Aminian, Amir R. Asadi, Tian Li +3
The generalization error (risk) of a supervised statistical learning algorithm quantifies its prediction ability on previously unseen data. Inspired by exponential tilting, \citet{…
stat.ML2024
Understanding Transfer Learning via Mean-field Analysis
Gholamali Aminian, Åukasz Szpruch, Samuel N. Cohen
We propose a novel framework for exploring generalization errors of transfer learning through the lens of differential calculus on the space of probability measures. In particular,…