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04/10/2023
A Power Method for Computing the Dominant Eigenvalue of a Dual Quaternion Hermitian Matrix
In this paper, we first study the projections onto the set of unit dual ...
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04/07/2022
Optimization Models and Interpretations for Three Types of Adversarial Perturbations against Support Vector Machines
Adversarial perturbations have drawn great attentions in various deep ne...
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10/29/2019
Active Subspace of Neural Networks: Structural Analysis and Universal Attacks
Active subspace is a model reduction method widely used in the uncertain...
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07/10/2019
Efficient Uncertainty Modeling for System Design via Mixed Integer Programming
The post-Moore era casts a shadow of uncertainty on many aspects of comp...
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01/31/2019
High-Dimensional Uncertainty Quantification of Electronic and Photonic IC with Non-Gaussian Correlated Process Variations
Uncertainty quantification based on generalized polynomial chaos has bee...
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08/25/2018
Stochastic Collocation with Non-Gaussian Correlated Parameters via a New Quadrature Rule
This paper generalizes stochastic collocation methods to handle correlat...
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06/30/2018