Alexander Cloninger

Title(s)	Associate Professor, Mathematics
School	Vc-academic Affairs
Address	9500 Gilman Drive # La Jolla CA 92093
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Bibliographic

Publications

Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Researchers can login to make corrections and additions, or contact us for help. to make corrections and additions.

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PMC Citations indicate the number of times the publication was cited by articles in PubMed Central, and the Altmetric score represents citations in news articles and social media. (Note that publications are often cited in additional ways that are not shown here.) Fields are based on how the National Library of Medicine (NLM) classifies the publication's journal and might not represent the specific topic of the publication. Translation tags are based on the publication type and the MeSH terms NLM assigns to the publication. Some publications (especially newer ones and publications not in PubMed) might not yet be assigned Field or Translation tags.) Click a Field or Translation tag to filter the publications.

Classification logit two-sample testing by neural networks for differentiating near manifold densities. IEEE Trans Inf Theory. 2022 Oct; 68(10):6631-6662. Cheng X, Cloninger A. PMID: 37810208; PMCID: PMC10558099.

View in: PubMed Mentions:
A deep network construction that adapts to intrinsic dimensionality beyond the domain. Neural Netw. 2021 Sep; 141:404-419. Cloninger A, Klock T. PMID: 34146968.

View in: PubMed Mentions: Fields:
Com Computational Biology Neu Neurology
Nonclosedness of sets of neural networks in Sobolev spaces. Neural Netw. 2021 May; 137:85-96. Mahan S, King EJ, Cloninger A. PMID: 33571864.

View in: PubMed Mentions: Fields:
Com Computational Biology Neu Neurology
LDLE: Low Distortion Local Eigenmaps. J Mach Learn Res. 2021 Jan-Dec; 22. Kohli D, Cloninger A, Mishne G. PMID: 35873072; PMCID: PMC9307127.

View in: PubMed Mentions: 1
Two-sample statistics based on anisotropic kernels. Inf inference. 2020 Sep; 9(3):677-719. Cheng X, Cloninger A, Coifman RR. PMID: 32929389; PMCID: PMC7478116.

View in: PubMed Mentions: 1
DeepSurv: personalized treatment recommender system using a Cox proportional hazards deep neural network. BMC Med Res Methodol. 2018 02 26; 18(1):24. Katzman JL, Shaham U, Cloninger A, Bates J, Jiang T, Kluger Y. PMID: 29482517; PMCID: PMC5828433.

View in: PubMed Mentions: 326 Fields:
Med Medicine (General)
Translation:Humans
Describing the performance of U.S. hospitals by applying big data analytics. PLoS One. 2017; 12(6):e0179603. Downing NS, Cloninger A, Venkatesh AK, Hsieh A, Drye EE, Coifman RR, Krumholz HM. PMID: 28662045; PMCID: PMC5491053.

View in: PubMed Mentions: 5 Fields:
Med Medicine (General)Sci Science
Efficient 2D MRI relaxometry using compressed sensing. J Magn Reson. 2015 Jun; 255:88-99. Bai R, Cloninger A, Czaja W, Basser PJ. PMID: 25917134.

View in: PubMed Mentions: 15 Fields:
Dia Diagnostic Imaging
Solving 2D Fredholm Integral from Incomplete Measurements Using Compressive Sensing. SIAM J Imaging Sci. 2014; 7(3):1775-1798. Cloninger A, Czaja W, Bai R, Basser PJ. PMID: 34267858; PMCID: PMC8279431.

View in: PubMed Mentions: 6