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08/10/2023
Deep Semantic Graph Matching for Large-scale Outdoor Point Clouds Registration
The current point cloud registration methods are mainly based on geometr...
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10/13/2020
Neural Gaussian Mirror for Controlled Feature Selection in Neural Networks
Deep neural networks (DNNs) have become increasingly popular and achieve...
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07/23/2020
An invitation to sequential Monte Carlo samplers
Sequential Monte Carlo samplers provide consistent approximations of seq...
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07/02/2020
A Scale-free Approach for False Discovery Rate Control in Generalized Linear Models
The generalized linear models (GLM) have been widely used in practice to...
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02/20/2020
False Discovery Rate Control via Data Splitting
Selecting relevant features associated with a given response variable is...
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10/10/2019
Late 19th-Century Navigational Uncertainties and Their Influence on Sea Surface Temperature Estimates
Accurate estimates of historical changes in sea surface temperatures (SS...
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09/12/2019
Monte Carlo Approximation of Bayes Factors via Mixing with Surrogate Distributions
By mixing the posterior distribution with a surrogate distribution, of w...
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07/27/2019