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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

* 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

* 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

* 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

* 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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Robust Calibration with Multi-domain Temperature Scaling


Jun 06, 2022
Yaodong Yu, Stephen Bates, Yi Ma, Michael I. Jordan


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PAnDR: Fast Adaptation to New Environments from Offline Experiences via Decoupling Policy and Environment Representations


Apr 06, 2022
Tong Sang, Hongyao Tang, Yi Ma, Jianye Hao, Yan Zheng, Zhaopeng Meng, Boyan Li, Zhen Wang

* Preprint, work presented at the Generalizable Policy Learning in the Physical World Workshop (ICLR 2022) 

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Efficient Maximal Coding Rate Reduction by Variational Forms


Mar 31, 2022
Christina Baek, Ziyang Wu, Kwan Ho Ryan Chan, Tianjiao Ding, Yi Ma, Benjamin D. Haeffele

* To be published in Conference on Computer Vision and Pattern Recognition (CVPR)2022 

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