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04/11/2023
Inhomogeneous graph trend filtering via a l2,0 cardinality penalty
We study estimation of piecewise smooth signals over a graph. We propose...
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06/17/2022
CDNet: Contrastive Disentangled Network for Fine-Grained Image Categorization of Ocular B-Scan Ultrasound
Precise and rapid categorization of images in the B-scan ultrasound moda...
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04/04/2022
RayMVSNet: Learning Ray-based 1D Implicit Fields for Accurate Multi-View Stereo
Learning-based multi-view stereo (MVS) has by far centered around 3D con...
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03/22/2022
Provable Constrained Stochastic Convex Optimization with XOR-Projected Gradient Descent
Provably solving stochastic convex optimization problems with constraint...
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10/16/2021
Fast Projection onto the Capped Simplex withApplications to Sparse Regression in Bioinformatics
We consider the problem of projecting a vector onto the so-called k-capp...
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03/11/2021
Wasserstein Robust Support Vector Machines with Fairness Constraints
We propose a distributionally robust support vector machine with a fairn...
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01/15/2020
Outlier Detection Ensemble with Embedded Feature Selection
Feature selection places an important role in improving the performance ...
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06/12/2019