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08/12/2023
A Domain-adaptive Physics-informed Neural Network for Inverse Problems of Maxwell's Equations in Heterogeneous Media
Maxwell's equations are a collection of coupled partial differential equ...
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06/05/2023
Evaluating robustness of support vector machines with the Lagrangian dual approach
Adversarial examples bring a considerable security threat to support vec...
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03/27/2023
Cross-study analyses of microbial abundance using generalized common factor methods
By creating networks of biochemical pathways, communities of micro-organ...
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12/01/2022
A Novel Semisupervised Contrastive Regression Framework for Forest Inventory Mapping with Multisensor Satellite Data
Accurate mapping of forests is critical for forest management and carbon...
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11/02/2022
Rank Selection for Non-negative Matrix Factorization
Non-Negative Matrix Factorization (NMF) is a widely used dimension reduc...
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05/24/2021
Deconvolution density estimation with penalised MLE
Deconvolution is the important problem of estimating the distribution of...
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09/23/2020
Stochastic Generalized Lotka-Volterra Model with An Application to Learning Microbial Community Structures
Inferring microbial community structure based on temporal metagenomics d...
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09/13/2019
SuRF: a New Method for Sparse Variable Selection, with Application in Microbiome Data Analysis
In this paper, we present a new variable selection method for regression...
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04/26/2019