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09/19/2023
Distributed Matrix Multiplication with a Smaller Recovery Threshold through Modulo-based Approaches
This paper considers the problem of calculating the matrix multiplicatio...
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09/17/2023
Privacy-Preserving Polynomial Computing Over Distributed Data
In this letter, we delve into a scenario where a user aims to compute po...
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09/13/2023
Multiplexed Streaming Codes for Messages With Different Decoding Delays in Channel with Burst and Random Erasures
In a real-time transmission scenario, messages are transmitted through a...
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06/29/2023
Approximation and Generalization of DeepONets for Learning Operators Arising from a Class of Singularly Perturbed Problems
Singularly perturbed problems present inherent difficulty due to the pre...
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06/08/2023
A Graph-Based Approach to the Computation of Rate-Distortion and Capacity-Cost Functions with Side Information
We consider the point-to-point lossy coding for computing and channel co...
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11/02/2022
tSF: Transformer-based Semantic Filter for Few-Shot Learning
Few-Shot Learning (FSL) alleviates the data shortage challenge via embed...
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09/20/2022
Two Piggybacking Codes with Flexible Sub-Packetization to Achieve Lower Repair Bandwidth
As a special class of array codes, (n,k,m) piggybacking codes are MDS co...
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08/08/2022
A Uniform Convergent Petrov-Galerkin method for a Class of Turning Point Problems
In this paper, we propose a numerical method for turning point problems ...
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05/29/2022
Central limit theorem for the Sliced 1-Wasserstein distance and the max-Sliced 1-Wasserstein distance
The Wasserstein distance has been an attractive tool in many fields. But...
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05/29/2022
Two New Piggybacking Designs with Lower Repair Bandwidth
Piggybacking codes are a special class of MDS array codes that can achie...
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10/13/2021
Seismic Tomography with Random Batch Gradient Reconstruction
Seismic tomography solves high-dimensional optimization problems to imag...
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03/29/2020
An iterative splitting method for pricing European options under the Heston model
In this paper, we propose an iterative splitting method to solve the par...
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02/25/2020
How many infections of COVID-19 there will be in the "Diamond Princess"-Predicted by a virus transmission model based on the simulation of crowd flow
Objectives: Simulate the transmission process of COVID-19 in a cruise sh...
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12/02/2019