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08/04/2023
Strong convergence of multiscale truncated Euler-Maruyama method for super-linear slow-fast stochastic differential equations
This work focuses on solving super-linear stochastic differential equati...
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07/21/2023
Run Time Bounds for Integer-Valued OneMax Functions
While most theoretical run time analyses of discrete randomized search h...
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06/16/2023
A context model for collecting diversity-aware data
Diversity-aware data are essential for a robust modeling of human behavi...
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03/28/2023
DDMM-Synth: A Denoising Diffusion Model for Cross-modal Medical Image Synthesis with Sparse-view Measurement Embedding
Reducing the radiation dose in computed tomography (CT) is important to ...
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08/22/2022
An explicit approximation for super-linear stochastic functional differential equations
Since it is difficult to implement implicit schemes on the infinite-dime...
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06/21/2022
A Context Model for Personal Data Streams
We propose a model of the situational context of a person and show how i...
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12/07/2021
Explicit approximations for nonlinear switching diffusion systems in finite and infinite horizons
Focusing on hybrid diffusion dynamics involving continuous dynamics as w...
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08/18/2021
Streaming and Learning the Personal Context
The representation of the personal context is complex and essential to i...
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06/07/2021
Explicit numerical approximation for logistic models with regime switching in finite and infinite horizons
The stochastic logistic model with regime switching is an important mode...
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08/19/2020
The Strong Convergence and Stability of Explicit Approximations for Nonlinear Stochastic Delay Differential Equations
This paper focuses on explicit approximations for nonlinear stochastic d...
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02/17/2020