May 8, 2022 · A number of engineering and scientific problems require representing and manipulating probability distributions over large alphabets.

Abstract—A number of engineering and scientific prob- lems require representing and manipulating probability distributions over large alphabets, ...

We demonstrate, theoretically and experimentally, the ef- ficacy of companding for quantizing probability distributions with KL divergence loss. Though our ...

Jun 13, 2023 · Abstract—A number of engineering and scientific problems require representing and manipulating probability distributions over large ...

We demonstrate, theoretically and experimentally, the efficacy of companding for quantizing probabil- ity distributions with KL divergence loss. A. Theoretical ...

Jun 26, 2022 · A number of engineering and scientific problems require representing and manipulating probability distributions over large alphabets, ...

Efficient Representation of Large-Alphabet Probability Distributions · Aviv Adler, Jennifer Tang, Yury Polyanskiy · Published in IEEE Journal on Selected… 8 May ...

A number of engineering and scientific problems require representing and manipulating probability distributions over large alphabets, which we may think of ...

A number of engineering and scientific problems require representing and manipulating probability distributions over large alphabets, which we may think of as ...

Aviv Adler, Jennifer Tang, Yury Polyanskiy: Efficient Representation of Large-Alphabet Probability Distributions. CoRR abs/2205.03752 (2022).