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08/07/2021
Secure Neuroimaging Analysis using Federated Learning with Homomorphic Encryption
Federated learning (FL) enables distributed computation of machine learn...
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05/06/2021
Membership Inference Attacks on Deep Regression Models for Neuroimaging
Ensuring the privacy of research participants is vital, even more so in ...
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02/08/2021
Improved Brain Age Estimation with Slice-based Set Networks
Deep Learning for neuroimaging data is a promising but challenging direc...
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01/11/2021
Controllable Guarantees for Fair Outcomes via Contrastive Information Estimation
Controlling bias in training datasets is vital for ensuring equal treatm...
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10/22/2018
Ruuh: A Deep Learning Based Conversational Social Agent
Dialogue systems and conversational agents are becoming increasingly pop...
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07/21/2017