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07/19/2023
A Novel Spatial-Temporal Variational Quantum Circuit to Enable Deep Learning on NISQ Devices
Quantum computing presents a promising approach for machine learning wit...
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04/23/2023
QuMoS: A Framework for Preserving Security of Quantum Machine Learning Model
Security has always been a critical issue in machine learning (ML) appli...
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07/04/2022
Quantum Neural Network Compression
Model compression, such as pruning and quantization, has been widely app...
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07/15/2020
Measurement error models: from nonparametric methods to deep neural networks
The success of deep learning has inspired recent interests in applying n...
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05/16/2020
Modeling Stochastic Variability in Multi-Band Time Series Data
In preparation for the era of the time-domain astronomy with upcoming la...
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11/16/2018