Alexander Cloninger

Title(s)Associate Professor, Mathematics
SchoolVc-academic Affairs
Address9500 Gilman Drive #
La Jolla CA 92093
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    1. 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:
    2. 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:    
    3. 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:    
    4. 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  
    5. 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  
    6. 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:    Translation:Humans
    7. 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:    
    8. 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:    
    9. 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  
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