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05/24/2023
Reconstructive Neuron Pruning for Backdoor Defense
Deep neural networks (DNNs) have been found to be vulnerable to backdoor...
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03/01/2022
Privacy-Preserving and Communication-Efficient Causal Inference for Hospital Quality Measurement
Data sharing can improve hospital quality measurement, but sharing patie...
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10/22/2021
Anti-Backdoor Learning: Training Clean Models on Poisoned Data
Backdoor attack has emerged as a major security threat to deep neural ne...
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05/06/2021
Targeted Quality Measurement of Health Care Providers
Motivated by the problem of measuring the quality of cancer care deliver...
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01/15/2021
Neural Attention Distillation: Erasing Backdoor Triggers from Deep Neural Networks
Deep neural networks (DNNs) are known vulnerable to backdoor attacks, a ...
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12/03/2018
Large Spectral Density Matrix Estimation by Thresholding
Spectral density matrix estimation of multivariate time series is a clas...
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11/01/2018