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07/04/2023
Empirical Sample Complexity of Neural Network Mixed State Reconstruction
Quantum state reconstruction using Neural Quantum States has been propos...
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09/02/2022
Exact Decomposition of Quantum Channels for Non-IID Quantum Federated Learning
Federated learning refers to the task of performing machine learning wit...
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09/01/2022
CPS Attack Detection under Limited Local Information in Cyber Security: A Multi-node Multi-class Classification Ensemble Approach
Cybersecurity breaches are the common anomalies for distributed cyber-ph...
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06/16/2022
MAGIC: Microlensing Analysis Guided by Intelligent Computation
The modeling of binary microlensing light curves via the standard sampli...
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01/22/2019
CAE-ADMM: Implicit Bitrate Optimization via ADMM-based Pruning in Compressive Autoencoders
We introduce CAE-ADMM (ADMM-pruned compressive autoencoder), a lossy ima...
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01/22/2019