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08/07/2023
Regulation-incorporated Gene Expression Network-based Heterogeneity Analysis
Gene expression-based heterogeneity analysis has been extensively conduc...
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06/01/2023
CALICO: Self-Supervised Camera-LiDAR Contrastive Pre-training for BEV Perception
Perception is crucial in the realm of autonomous driving systems, where ...
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01/09/2023
Locally sparse quantile estimation for a partially functional interaction model
Functional data analysis has been extensively conducted. In this study, ...
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11/04/2022
Heterogeneity-aware Clustered Distributed Learning for Multi-source Data Analysis
In diverse fields ranging from finance to omics, it is increasingly comm...
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01/13/2022
On Adversarial Robustness of Trajectory Prediction for Autonomous Vehicles
Trajectory prediction is a critical component for autonomous vehicles (A...
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06/05/2020
Integrative Sparse Partial Least Squares
Partial least squares, as a dimension reduction method, has become incre...
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03/05/2020
Robust Identification of Gene-Environment Interactions under High-Dimensional Accelerated Failure Time Models
For complex diseases, beyond the main effects of genetic (G) and environ...
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10/18/2018