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10/22/2021
MANDERA: Malicious Node Detection in Federated Learning via Ranking
Federated learning is a distributed learning paradigm which seeks to pre...
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06/16/2020
Additive Poisson Process: Learning Intensity of Higher-Order Interaction in Stochastic Processes
We present the Additive Poisson Process (APP), a novel framework that ca...
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12/09/2019
Semi-supervised Learning Approach to Generate Neuroimaging Modalities with Adversarial Training
Magnetic Resonance Imaging (MRI) of the brain can come in the form of di...
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09/25/2019
Hierarchical Probabilistic Model for Blind Source Separation via Legendre Transformation
We present a novel blind source separation (BSS) method, called informat...
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06/28/2019