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cs.IT2026
Synchronizing Probabilities in Model-Driven Lossless Compression
Aviv Adler, Jennifer Tang
It is well-known in the field of lossless data compression that probabilistic next-symbol prediction can be used to compress sequences of symbols. Deep neural networks are able to…
cs.IT2022★ 1 cited
Efficient Representation of Large-Alphabet Probability Distributions
Aviv Adler, Jennifer Tang, Yury Polyanskiy
A number of engineering and scientific problems require representing and manipulating probability distributions over large alphabets, which we may think of as long vectors of reals…