Yi Ma

Age of Information in Federated Learning over Wireless Networks

Sep 14, 2022
Kaidi Wang, Yi Ma, Mahdi Boloursaz Mashhadi, Chuan Heng Foh, Rahim Tafazolli, Zhi Ding

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A Design of Low-Projection SCMA Codebooks for Downlink Satellite Internet of Things

Aug 05, 2022
Qu Luo, Zilong Liu, Gaojie Chen, Pei Xiao, Yi Ma, Amine Maaref

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Constellation-Oriented Perturbation for Scalable-Complexity MIMO Nonlinear Precoding

Aug 04, 2022
Jinfei Wang, Yi Ma, Na Yi, Rahim Tafazolli, Fei Tong

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* 6 pages, 6 figures, published on the conference of GLOBECOM2022

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Power Allocation for FDMA-URLLC Downlink with Random Channel Assignment

Aug 04, 2022
Jinfei Wang, Yi Ma, Na Yi, Rahim Tafazolli

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* 6 pages, 6 figures, published on the conference of PIMRC 2022

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On the Principles of Parsimony and Self-Consistency for the Emergence of Intelligence

Jul 17, 2022
Yi Ma, Doris Tsao, Heung-Yeung Shum

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* 24 pages, 11 figures. The updated version incorporates minor changes as per reviewers' suggestions. Added a few more references on Information Bottleneck and Game Theory. Corrected typos including a minor correction of equation (14). Added a new footnote about Transformer. A few changes of wording

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TCT: Convexifying Federated Learning using Bootstrapped Neural Tangent Kernels

Jul 13, 2022
Yaodong Yu, Alexander Wei, Sai Praneeth Karimireddy, Yi Ma, Michael I. Jordan

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Pursuit of a Discriminative Representation for Multiple Subspaces via Sequential Games

Jun 18, 2022
Druv Pai, Michael Psenka, Chih-Yuan Chiu, Manxi Wu, Edgar Dobriban, Yi Ma

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* main body is 10 pages and has 4 figures; appendix is 18 pages and has 17 figures; submitted for review at NeurIPS 2022

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