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IEEE Transactions on Information Theory|October 9, 2023
Classification logit two-sample testing by neural networks for differentiating near manifold densitiesXiuyuan Cheng, Alexander CloningerInformation and Inference : a Journal of the IMA|September 15, 2020
Two-sample statistics based on anisotropic kernelsXiuyuan Cheng, Alexander Cloninger, Ronald R CoifmanNeural Networks : the Official Journal of the International Neural Network Society|June 19, 2021
A deep network construction that adapts to intrinsic dimensionality beyond the domainAlexander Cloninger, Timo KlockSIAM Journal on Imaging Sciences|June 17, 2021
Spectral Embedding Norm: Looking Deep into the Spectrum of the Graph LaplacianXiuyuan Cheng, Gal MishneInformation and Inference : a Journal of the IMA|September 23, 2024
Bi-stochastically normalized graph Laplacian: convergence to manifold Laplacian and robustness to outlier noiseXiuyuan Cheng, Boris LandaJournal of Machine Learning Research : JMLR|July 25, 2022
LDLE: Low Distortion Local EigenmapsDhruv Kohli, Alexander Cloninger, Gal MishneApplied and Computational Harmonic Analysis|June 18, 2025
The <math><mi>G</mi></math> -invariant graph Laplacian part II: Diffusion mapsEitan Rosen, Xiuyuan Cheng, Yoel ShkolniskyJournal of Magnetic Resonance (San Diego, Calif. : 1997)|April 29, 2015
Efficient 2D MRI relaxometry using compressed sensingRuiliang Bai, Alexander Cloninger, Wojciech Czaja, et al.SIAM Journal on Imaging Sciences|July 16, 2021
Solving 2D Fredholm Integral from Incomplete Measurements Using Compressive SensingAlexander Cloninger, Wojciech Czaja, Ruiliang Bai, et al.IEEE Transactions on Computational Imaging|February 21, 2017
A Graph Partitioning Approach to Simultaneous Angular ReconstitutionGabi Pragier, Ido Greenberg, Xiuyuan Cheng, et al.Pageof 3