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05/09/2023
Attention-Based Transformer Networks for Quantum State Tomography
Neural networks have been actively explored for quantum state tomography...
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08/08/2022
Kernel-based Global Sensitivity Analysis Obtained from a Single Data Set
Results from global sensitivity analysis (GSA) often guide the understan...
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03/27/2022
Random Graphs by Product Random Measures
A natural representation of random graphs is the random measure. The col...
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11/09/2021
The Jacobi Theta Distribution
We form the Jacobi theta distribution through discrete integration of ex...
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11/24/2020
Uncertainty Quantification by Random Measures and Fields
We present a general framework for uncertainty quantification that is a ...
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10/04/2020
Multi-Level Evolution Strategies for High-Resolution Black-Box Control
This paper introduces a multi-level (m-lev) mechanism into Evolution Str...
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05/12/2019
Numerical meshless solution of high-dimensional sine-Gordon equations via Fourier HDMR-HC approximation
In this paper, an implicit time stepping meshless scheme is proposed to ...
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05/12/2019
Meshless Hermite-HDMR finite difference method for high-dimensional Dirichlet problems
In this paper, a meshless Hermite-HDMR finite difference method is propo...
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08/27/2018
Targeted Nonlinear Adversarial Perturbations in Images and Videos
We introduce a method for learning adversarial perturbations targeted to...
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07/26/2018
High Dimensional Model Representation as a Glass Box in Supervised Machine Learning
Prediction and explanation are key objects in supervised machine learnin...
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02/13/2017
Differential Evolution for Quantum Robust Control: Algorithm, Applications and Experiments
Robust control design for quantum systems has been recognized as a key t...
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12/22/2011
Quantum Control Experiments as a Testbed for Evolutionary Multi-Objective Algorithms
Experimental multi-objective Quantum Control is an emerging topic within...
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12/19/2011