Privacy Enhancing Machine Learning via Removal of Unwanted Dependencies
Al, Mert, Yagli, Semih, Kung, Sun-Yuan
Published in IEEE transaction on neural networks and learning systems (01.06.2023)
Published in IEEE transaction on neural networks and learning systems (01.06.2023)
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Journal Article
Privacy Enhancing Machine Learning via Removal of Unwanted Dependencies
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Paper
Journal Article
Scalable Kernel Learning Via the Discriminant Information
Al, Mert, Hou, Zejiang, Kung, Sun-Yuan
Published in ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2020)
Published in ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2020)
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Conference Proceeding
Differential mutual information forward search for multi-kernel discriminant-component selection with an application to privacy-preserving classification
Chanyaswad, Thee, Al, Mert, Chang, J. Morris, Kung, S. Y.
Published in 2017 IEEE 27th International Workshop on Machine Learning for Signal Processing (MLSP) (01.09.2017)
Published in 2017 IEEE 27th International Workshop on Machine Learning for Signal Processing (MLSP) (01.09.2017)
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Conference Proceeding