2 papers
cs.SE2021
Does Code Structure Affect Comprehension? On Using and Naming Intermediate Variables
Roee Cates, Nadav Yunik, Dror G. Feitelson
Intermediate variables can be used to break complex expressions into more manageable smaller expressions, which may be easier to understand. But it is unclear when and whether this…
cs.LG2021
More Is More -- Narrowing the Generalization Gap by Adding Classification Heads
Roee Cates, Daphna Weinshall
Overfit is a fundamental problem in machine learning in general, and in deep learning in particular. In order to reduce overfit and improve generalization in the classification of…