34 citations · 228 across the 36 of their papers we have counts for
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cs.LG2023★ 3 cited
Information Leakage from Data Updates in Machine Learning Models
Tian Hui, Farhad Farokhi, Olga Ohrimenko
In this paper we consider the setting where machine learning models are retrained on updated datasets in order to incorporate the most up-to-date information or reflect distributio…
cs.LG2021
Learning Safety Filters for Unknown Discrete-Time Linear Systems
Farhad Farokhi, Alex S. Leong, Mohammad Zamani +1
A learning-based safety filter is developed for discrete-time linear time-invariant systems with unknown models subject to Gaussian noises with unknown covariance. Safety is charac…