Search alternatives:
specialized sparse » specialized pac (Expand Search), specialized expertise (Expand Search)
learning algorithm » learning algorithms (Expand Search)
sparse learning » aware learning (Expand Search), spatial learning (Expand Search), reverse learning (Expand Search)
specialized sparse » specialized pac (Expand Search), specialized expertise (Expand Search)
learning algorithm » learning algorithms (Expand Search)
sparse learning » aware learning (Expand Search), spatial learning (Expand Search), reverse learning (Expand Search)
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Fast and Separable Estimation in High-Dimensional Tensor Gaussian Graphical Models
Published 2021“…With normally distributed tensors, the key to high-dimensional tensor graphical models becomes the sparse estimation of the <i>M</i> inverse covariance matrices. …”
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Efficient Deep Learning Methods for Medical Image Analysis
Published 2024“…Furthermore, the annotation process is both time-consuming and costly, requiring the specialized expertise of medical professionals. Consequently, the limited availability of annotated data for training deep learning models often results in overfitting and suboptimal generalization to new data. …”
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Robust Multi-Model Subset Selection
Published 2025“…We establish the finite-sample breakdown point of the models generated by RMSS, including that of the Robust Best Subset Selection (RBSS) estimator as a special case. In addition, we develop a tailored computing algorithm to learn the ensemble by leveraging recent developments in <math><mrow><msub><mrow><mi>l</mi></mrow><mn>0</mn></msub></mrow></math> optimization. …”