Identification-Robust Inference With Simulation-Based Pseudo-Matching
We develop a general simulation-based inference procedure for partially specified models. Our procedure is based on matching auxiliary statistics to simulated counterparts where nuisance parameters…
High-Dimensional MANOVA Via Bootstrapping and Its Application to Functional a…
We propose a new approach to the problem of high-dimensional multivariate ANOVA via bootstrapping max statistics that involve the differences of sample mean vectors. The proposed method proceeds vi…
A Highly Efficient Model to Study the Semantics of Salient Object Detection
CNN-based salient object detection (SOD) methods achieve impressive performance. However, the way semantic information is encoded in them and whether they are category-agnostic is less explored. On…
Re-Thinking Co-Salient Object Detection
In this article, we conduct a comprehensive study on the co-salient object detection (CoSOD) problem for images. CoSOD is an emerging and rapidly growing extension of salient object detection (SOD)…
Accurate Mode-Coupling Characterization of Low-Crosstalk Ring-Core Fibers Usi…
In this paper, to accurately characterize the low inter-mode coupling of the weakly-coupled few mode fibers (FMFs), we propose a modified inter-mode coupling characterization method based on swept-…
Mean and Covariance Estimation for Functional Snippets
We consider estimation of mean and covariance functions of functional snippets, which are short segments of functions possibly observed irregularly on an individual specific subinterval that is muc…
Estimating Truncated Functional Linear Models With a Nested Group Bridge Appr…
We study a scalar-on-function truncated linear regression model which assumes that the functional predictor does not influence the response when the time passes a certain cutoff point. We approach …
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