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10/08/2022
Almost-lossless compression of a low-rank random tensor
In this work, we establish an asymptotic limit of almost-lossless compre...
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11/29/2021
Hypothesis Testing of Mixture Distributions using Compressed Data
In this paper we revisit the binary hypothesis testing problem with one-...
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06/27/2020
α Belief Propagation for Approximate Inference
Belief propagation (BP) algorithm is a widely used message-passing metho...
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07/31/2019
Neural Network based Explicit Mixture Models and Expectation-maximization based Learning
We propose two neural network based mixture models in this article. The ...
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11/16/2018