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cs.IT2024
On noisy duplication channels with Markov sources
Brendon McBain, James Saunderson, Emanuele Viterbo
Channels with noisy duplications have recently been used to model the nanopore sequencer. This paper extends some foundational information-theoretic results to this new scenario. W…
cs.CL2024
Lightweight Conceptual Dictionary Learning for Text Classification Using Information Compression
Li Wan, Tansu Alpcan, Margreta Kuijper +1
We propose a novel, lightweight supervised dictionary learning framework for text classification based on data compression and representation. This two-phase algorithm initially em…