Efficient and Provably Convergent Computation of Information Bottleneck: A Semi-Relaxed Approach-Reference-Cited by-同舟云学术

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Efficient and Provably Convergent Computation of Information Bottleneck: A Semi-Relaxed Approach

Published:2024-06-09 Issue: Volume:26 Page:1637-1642
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Container-title:ICC 2024 - IEEE International Conference on Communications
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Author:

Chen Lingyi¹,Shitong W.¹,Jiachuan Y.¹,Huihui W.²,Zhang Wenyi³,Hao W.¹

Affiliation:

1. Tsinghua University,Department of Mathematical Sciences,Beijing,China,100084

2. Yangtze Delta Region Institute (Huzhou), University of Electronic Science and Technology of China,Huzhou,Zhejiang,China,313000

3. University of Science and Technology of China,Department of Electronic Engineering and Information Science,Hefei,Anhui,China,230027

Funder

National Key Research and Development Program of China

National Natural Science Foundation of China

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx8/10622104/10622158/10623121.pdf?arnumber=10623121

Reference21 articles.

1. The Information Bottleneck Method;Tishby,1999

2. Elements of Information Theory

3. An Information Theoretic Tradeoff between Complexity and Accuracy

4. Forward-Aware Information Bottleneck-Based Vector Quantization for Noisy Channels

5. Alternating Information Bottleneck Optimization for Weighted Sum Rate and Resource Allocation in the Uplink of C-RAN;Chen

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