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cs.LG2024
Neural Normalized Compression Distance and the Disconnect Between Compression and Classification
John Hurwitz, Charles Nicholas, Edward Raff
It is generally well understood that predictive classification and compression are intrinsically related concepts in information theory. Indeed, many deep learning methods are expl…
cs.LG2022
Lempel-Ziv Networks
Rebecca Saul, Mohammad Mahmudul Alam, John Hurwitz +3
Sequence processing has long been a central area of machine learning research. Recurrent neural nets have been successful in processing sequences for a number of tasks; however, th…