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10/26/2022
InfoShape: Task-Based Neural Data Shaping via Mutual Information
The use of mutual information as a tool in private data sharing has rema...
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08/02/2022
Distributed Computations with Layered Resolution
Modern computationally-heavy applications are often time-sensitive, dema...
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05/02/2022
Millimeter-Wave in Milliseconds: Sliding Window Network Coding Outperforms Rateless Codes
Ultra-reliability and low-latency are pivotal requirements of the new ge...
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04/27/2022
Stream Iterative Distributed Coded Computing for Learning Applications in Heterogeneous Systems
To improve the utility of learning applications and render machine learn...
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03/03/2022
A Unified Spatially Coupled Code Design: Threshold, Cycles, and Locality
Spatially-Coupled (SC)-LDPC codes are known to have outstanding error-co...
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06/04/2021
NeuraCrypt: Hiding Private Health Data via Random Neural Networks for Public Training
Balancing the needs of data privacy and predictive utility is a central ...
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03/02/2021
Stream Distributed Coded Computing
The emerging large-scale and data-hungry algorithms require the computat...
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10/01/2020
Bringing Network Coding into SDN: A Case-study for Highly Meshed Heterogeneous Communications
Modern communications have moved away from point-to-point models to incr...
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05/27/2020
Spatially Coupled Codes with Sub-Block Locality: Joint Finite Length-Asymptotic Design Approach
SC-LDPC codes with sub-block locality can be decoded locally at the leve...
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01/15/2020
Non-Uniform Windowed Decoding For Multi-Dimensional Spatially-Coupled LDPC Codes
In this paper, we propose a non-uniform windowed decoder for multi-dimen...
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08/07/2019
Multi-Dimensional Spatially-Coupled Code Design: Enhancing the Cycle Properties
A circulant-based spatially-coupled (SC) code is constructed by partitio...
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06/13/2019
A Finite-Length Construction of Irregular Spatially-Coupled Codes
Spatially-coupled (SC) LDPC codes have recently emerged as an excellent ...
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09/13/2018
Multi-Dimensional Spatially-Coupled Code Design Through Informed Relocation of Circulants
A circulant-based spatially-coupled (SC) code is constructed by partitio...
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04/16/2018
Spatially-Coupled Code Design for Partial-Response Channels: Optimal Object-Minimization Approach
Because of their capacity-approaching performance and their complexity/l...
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03/16/2018
Coding for Channels with SNR Variation: Spatial Coupling and Efficient Interleaving
In magnetic-recording systems, consecutive sections experience different...
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02/19/2018