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09/19/2023
Distributed Matrix Multiplication with a Smaller Recovery Threshold through Modulo-based Approaches
This paper considers the problem of calculating the matrix multiplicatio...
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09/17/2023
Privacy-Preserving Polynomial Computing Over Distributed Data
In this letter, we delve into a scenario where a user aims to compute po...
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09/13/2023
Multiplexed Streaming Codes for Messages With Different Decoding Delays in Channel with Burst and Random Erasures
In a real-time transmission scenario, messages are transmitted through a...
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05/27/2023
Kernel-SSL: Kernel KL Divergence for Self-Supervised Learning
Contrastive learning usually compares one positive anchor sample with lo...
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05/17/2023
RelationMatch: Matching In-batch Relationships for Semi-supervised Learning
Semi-supervised learning has achieved notable success by leveraging very...
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04/26/2023
SEAL: Simultaneous Label Hierarchy Exploration And Learning
Label hierarchy is an important source of external knowledge that can en...
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03/27/2023