1 citations · 2 across the 2 of their papers we have counts for
2 papers
cs.LG2023★ 1 cited
Class-Adaptive Sampling Policy for Efficient Continual Learning
Hossein Rezaei, Mohammad Sabokrou
Continual learning (CL) aims to acquire new knowledge while preserving information from previous experiences without forgetting. Though buffer-based methods (i.e., retaining sample…
cs.LG2023★ 1 cited
Quantifying Overfitting: Evaluating Neural Network Performance through Analysis of Null Space
Hossein Rezaei, Mohammad Sabokrou
Machine learning models that are overfitted/overtrained are more vulnerable to knowledge leakage, which poses a risk to privacy. Suppose we download or receive a model from a third…