Alexander Cloninger

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Citations	1648	1534
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i10-index	20	15

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Uri ShahamAssistant professor, Bar Ilan UniversityVerified email at biu.ac.il
Yuval KlugerYale UniversityVerified email at yale.edu
Ronald Coifmanprofessor of mathematics yale universityVerified email at math.yale.edu
Jonathan BatesLecturer, Yale School of MedicineVerified email at yale.edu
Xiuyuan ChengDuke UniversityVerified email at duke.edu
Tingting JiangIlluminaVerified email at illumina.com
Peter J. Basser, Ph.D.Senior Investigator, NICHD, NIHVerified email at helix.nih.gov
Ruiliang BaiProfessor, Zhejiang UniversityVerified email at zju.edu.cn
Gal MishneAssistant Professor, UC San DiegoVerified email at ucsd.edu
Timothy DosterSenior Data Scientist, Pacific Northwest National LaboratoryVerified email at pnnl.gov
Harlan KrumholzYale UniversityVerified email at yale.edu
Caroline MoosmüllerDepartment of Mathematics, University of North Carolina at Chapel HillVerified email at unc.edu
Stefan SteinerbergerUniversity of Washington, SeattleVerified email at uw.edu
Israel CohenProfessor of Electrical Engineering, Technion - Israel Institute of TechnologyVerified email at ee.technion.ac.il
Hrushikesh MhaskarClaremont Graduate UniversityVerified email at cgu.edu
Richard G SpencerNational Institute on Aging, NIHVerified email at nia.nih.gov
Ofir LindenbaumAssistant Professor at Bar Ilan UniversityVerified email at biu.ac.il
Arjun VenkateshYale UniversityVerified email at yale.edu
Xuemei ChenUniversity of North Carolina WilmingtonVerified email at uncw.edu
Saeed VahidianUniversity of California, San Diego (UCSD)Verified email at ucsd.edu

Alexander Cloninger

Associate Professor, Department of Mathematics & Halicioglu Data Science Institute, UC San Diego

Verified email at ucsd.edu - Homepage

Machine learning Applied harmonic analysis Mathematics of Data Manifold Learning Graph Signal Processing


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DeepSurv: Personalized treatment recommender system using A Cox proportional hazards deep neural network JL Katzman, U Shaham, A Cloninger, J Bates, T Jiang, Y Kluger BMC medical research methodology 18 (1), 24, 2018	953	2018
Provable approximation properties for deep neural networks U Shaham, A Cloninger, RR Coifman Applied and Computational Harmonic Analysis 44 (3), 537-557, 2018	201	2018
Defending against adversarial images using basis functions transformations U Shaham, J Garritano, Y Yamada, E Weinberger, A Cloninger, X Cheng, ... arXiv preprint arXiv:1803.10840, 2018	60	2018
Diffusion nets G Mishne, U Shaham, A Cloninger, I Cohen Applied and Computational Harmonic Analysis 47 (2), 259-285, 2019	52	2019
Efficient 2D MRI relaxometry using compressed sensing R Bai, A Cloninger, W Czaja, PJ Basser Journal of Magnetic Resonance 255, 88-99, 2015	42	2015
Solving 2D Fredholm integral from incomplete measurements using compressive sensing A Cloninger, W Czaja, R Bai, PJ Basser SIAM journal on imaging sciences 7 (3), 1775-1798, 2014	27	2014
A deep network construction that adapts to intrinsic dimensionality beyond the domain A Cloninger, T Klock Neural Networks 141, 404-419, 2021	24*	2021
Describing the performance of US hospitals by applying big data analytics NS Downing, A Cloninger, AK Venkatesh, A Hsieh, EE Drye, RR Coifman, ... PLoS One 12 (6), e0179603, 2017	21	2017
Classification Logit Two-Sample Testing by Neural Networks for Differentiating Near Manifold Densities X Cheng, A Cloninger IEEE Transactions on Information Theory 68 (10), 6631-6662, 2022	20	2022
Linear optimal transport embedding: provable Wasserstein classification for certain rigid transformations and perturbations C Moosmüller, A Cloninger Information and Inference: A Journal of the IMA 12 (1), 363-389, 2023	19*	2023
Hildreth’s algorithm with applications to soft constraints for user interface layout N Jamil, X Chen, A Cloninger Journal of computational and applied mathematics 288, 193-202, 2015	16	2015
On the dual geometry of Laplacian eigenfunctions A Cloninger, S Steinerberger Experimental Mathematics 30 (2), 283-293, 2021	13	2021
Two-sample statistics based on anisotropic kernels X Cheng, A Cloninger, RR Coifman Information and Inference: A Journal of the IMA 9 (3), 677-719, 2020	13	2020
The pre-image problem for Laplacian eigenmaps utilizing l1 regularization with applications to data fusion A Cloninger, W Czaja, T Doster Inverse Problems 33 (7), 074006, 2017	13	2017
2D sparse sampling algorithm for ND Fredholm equations with applications to NMR relaxometry A Hafftka, H Celik, A Cloninger, W Czaja, RG Spencer 2015 International Conference on Sampling Theory and Applications (SampTA …, 2015	13	2015
Operator analysis and diffusion based embeddings for heterogeneous data fusion A Cloninger, W Czaja, T Doster 2014 IEEE Geoscience and Remote Sensing Symposium, 1249-1252, 2014	12	2014
A general formula for reactant conversion over a single catalyst particle in TAP pulse experiments R Feres, A Cloninger, GS Yablonsky, JT Gleaves Chemical Engineering Science 64 (21), 4358-4364, 2009	12	2009
LDLE: Low distortion local eigenmaps D Kohli, A Cloninger, G Mishne The Journal of Machine Learning Research 22 (1), 12914-12977, 2021	10	2021
Variational Diffusion Autoencoders with Random Walk Sampling H Li, O Lindenbaum, X Cheng, A Cloninger European Conference on Computer Vision, 2020	10	2020
Exploiting data-dependent structure for improving sensor acquisition and integration A Cloninger University of Maryland, College Park, 2014	10	2014

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