Mert Al

According to our database, Mert Al authored at least 8 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Privacy Enhancing Machine Learning via Removal of Unwanted Dependencies.

Mert Al, Semih Yagli, Sun-Yuan Kung

IEEE Trans. Neural Networks Learn. Syst., June, 2023

2020

Scalable Kernel Learning Via the Discriminant Information.

Mert Al, Zejiang Hou, Sun-Yuan Kung

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

On the Capacity of the Peak Power Constrained Vector Gaussian Channel: An Estimation Theoretic Perspective.

Alex Dytso, Mert Al, H. Vincent Poor, Shlomo Shamai Shitz

IEEE Trans. Inf. Theory, 2019

2018

Supervising Nyström Methods via Negative Margin Support Vector Selection.

Mert Al, Thee Chanyaswad, Sun-Yuan Kung

CoRR, 2018

Outlier Removal for Enhancing Kernel-Based Classifier Via the Discriminant Information.

Thee Chanyaswad, Mert Al, Sun-Yuan Kung

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Multi-Kernel, Deep Neural Network and Hybrid Models for Privacy Preserving Machine Learning.

Mert Al, Thee Chanyaswad, Sun-Yuan Kung

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

Ratio Utility and Cost Analysis for Privacy Preserving Subspace Projection.

Mert Al, Shibiao Wan, Sun-Yuan Kung

CoRR, 2017

Differential mutual information forward search for multi-kernel discriminant-component selection with an application to privacy-preserving classification.

Thee Chanyaswad, Mert Al, J. Morris Chang, Sun-Yuan Kung

Proceedings of the 27th IEEE International Workshop on Machine Learning for Signal Processing, 2017