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Xinyue Liang
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Year
Predictive analysis of COVID-19 time-series data from Johns Hopkins University
AM Javid, X Liang, A Venkitaraman, S Chatterjee
arXiv preprint arXiv:2005.05060, 2020
142020
Distributed large neural network with centralized equivalence
X Liang, AM Javid, M Skoglund, S Chatterjee
2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018
132018
Asynchrounous decentralized learning of a neural network
X Liang, AM Javid, M Skoglund, S Chatterjee
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
112020
Decentralized learning of randomization-based neural networks with centralized equivalence
X Liang, AM Javid, M Skoglund, S Chatterjee
Applied Soft Computing 115, 108030, 2022
72022
A low complexity decentralized neural net with centralized equivalence using layer-wise learning
X Liang, AM Javid, M Skoglund, S Chatterjee
2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020
52020
Use of deterministic transforms to design weight matrices of a neural network
PG Jurado, X Liang, AM Javid, S Chatterjee
2021 29th European Signal Processing Conference (EUSIPCO), 1366-1370, 2021
32021
Decentralized learning of randomization-based neural networks
X Liang
KTH Royal Institute of Technology, 2021
32021
DeePMOS: deep posterior mean-opinion-score of speech
X Liang, F Cumlin, C Schüldt, S Chatterjee, AB Codemill
Proceedings of INTERSPEECH, 526-530, 2023
22023
Learning without Forgetting for Decentralized Neural Nets with Low Communication Overhead
X Liang, AM Javid, M Skoglund, S Chatterjee
2020 28th European Signal Processing Conference (EUSIPCO), 2185-2189, 2021
22021
Feature Reuse for a Randomization Based Neural Network
X Liang, M Skoglund, S Chatterjee
ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021
12021
Adaptive Learning without Forgetting via Low-Complexity Convex Networks
AM Javid, X Liang, M Skoglund, S Chatterjee
2020 28th European Signal Processing Conference (EUSIPCO), 1623-1627, 2021
12021
Deterministic Transform Based Weight Matrices for Neural Networks
PG Jurado, X Liang, S Chatterjee
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
2022
Use of Deterministic Transforms to Design Weight Matrices of a Neural Network
P Grau Jurado, X Liang, AM Javid, S Chatterjee
arXiv e-prints, arXiv: 2110.03515, 2021
2021
Asynchronous Decentralized Learning of Randomization-Based Neural Networks
X Liang, AM Javid, M Skoglund, S Chatterjee
2021 International Joint Conference on Neural Networks (IJCNN), 1-8, 2021
2021
Asynchronous Decentralized Learning of Randomization-based Neural Networks with Centralized Equivalence
X Liang, AM Javid, M Skoglund, S Chatterjee
2021
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Articles 1–15