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Neural Networks
Obstructive sleep apnea (OSA) is a common sleep breathing disorder and timely diagnosis helps to avoid the serious medical expenses caused by related complications.
Shuaicong Hu +6 more
semanticscholar +1 more source
Obstructive sleep apnea (OSA) is a common sleep breathing disorder and timely diagnosis helps to avoid the serious medical expenses caused by related complications.
Shuaicong Hu +6 more
semanticscholar +1 more source
Task-Oriented Communication for Graph Data: A Graph Information Bottleneck Approach
IEEE Transactions on Cognitive Communications and NetworkingGraph data, essential in fields like knowledge representation and social networks, often involves large networks with many nodes and edges. Transmitting these graphs can be highly inefficient due to their size and redundancy for specific tasks.
Shujing Li +3 more
semanticscholar +1 more source
Learning Fair Representations for Recommendation via Information Bottleneck Principle
International Joint Conference on Artificial IntelligenceUser-oriented recommender systems (RS) characterize users' preferences based on observed behaviors and are widely deployed in personalized services.
Junsong Xie +3 more
semanticscholar +1 more source
Tackling Distribution Shifts in Task-Oriented Communication With Information Bottleneck
IEEE Journal on Selected Areas in CommunicationsTask-oriented communication aims to extract and transmit task-relevant information to significantly reduce the communication overhead and transmission latency.
Hongru Li +5 more
semanticscholar +1 more source
Design of Quantized Decoders for Polar Codes using the Information Bottleneck Method
2019Polar codes are a relatively new introduction to the family of forward error correcting codes. This work deals with reducing the implementation complexity of polar decoders. To that end, a discrete successive cancellation list decoder is developed which mostly processes only unsigned integers instead of LLR values.
Shah, Aizaz +2 more
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Space-efficient quantized polar decoders designed using the information Bottleneck method
2023Quantized successive cancellation list decoders can be designed by incorporating the information bottleneck method into the density evolution of polar codes. All operations, except the path metric update, in the information bottleneck successive cancellation list decoders are simple table lookups of unsigned integers.
Shah, Syed Aizaz Ali +2 more
openaire
2013
Semiconductor wafer fabrication system is a typical complex manufacturing system, since it has large-scale, reentrant, multi-objective, uncertain and other characteristics. It’s too difficult to achieve the capacity balance to lead the existence of the bottleneck.
Xiao-yu Yu, Fei Qiao, Yu-min Ma
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Semiconductor wafer fabrication system is a typical complex manufacturing system, since it has large-scale, reentrant, multi-objective, uncertain and other characteristics. It’s too difficult to achieve the capacity balance to lead the existence of the bottleneck.
Xiao-yu Yu, Fei Qiao, Yu-min Ma
openaire +1 more source
Trellis based node operations for LDPC decoders from the Information Bottleneck method
International Conference on Signal Processing and Communication Systems, 2015J. Lewandowsky, G. Bauch
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A Hierarchical Pooling Method Using Structural Entropy and Information Bottleneck
2023 42nd Chinese Control Conference (CCC), 2023Wei Lu +5 more
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Hierarchical clustering based on the information bottleneck method using a control process
Pattern Analysis and Applications, 2015Ester Bonmati +4 more
semanticscholar +1 more source