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cs.LG2025★ 12 cited
Simulations of Common Unsupervised Domain Adaptation Algorithms for Image Classification
Ahmad Chaddad, Yihang Wu, Yuchen Jiang +2
Traditional machine learning assumes that training and test sets are derived from the same distribution; however, this assumption does not always hold in practical applications. Th…
cs.LG2017★ 3 cited
Modeling Information Flow Through Deep Neural Networks
Ahmad Chaddad, Behnaz Naisiri, Marco Pedersoli +3
This paper proposes a principled information theoretic analysis of classification for deep neural network structures, e.g. convolutional neural networks (CNN). The output of convol…