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Mikhail Belkin

Title(s)Professor, HALICIOGLU DATA SCIENCE INST
SchoolVc-academic Affairs
Address9500 Gilman Drive #
La Jolla CA 92093
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    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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    Altmetrics Details 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.
    1. Toward universal steering and monitoring of AI models. Science. 2026 Feb 19; 391(6787):787-792. Beaglehole D, Radhakrishnan A, Boix-Adserà E, Belkin M. PMID: 41712705.
      View in: PubMed   Mentions:    Fields:    Translation:Humans
    2. Linear Recursive Feature Machines provably recover low-rank matrices. Proc Natl Acad Sci U S A. 2025 Apr; 122(13):e2411325122. Radhakrishnan A, Belkin M, Drusvyatskiy D. PMID: 40153460; PMCID: PMC12002225.
      View in: PubMed   Mentions:    Fields:    
    3. Mechanism for feature learning in neural networks and backpropagation-free machine learning models. Science. 2024 03 29; 383(6690):1461-1467. Radhakrishnan A, Beaglehole D, Pandit P, Belkin M. PMID: 38452048.
      View in: PubMed   Mentions: 8     Fields:    
    4. Wide and deep neural networks achieve consistency for classification. Proc Natl Acad Sci U S A. 2023 04 04; 120(14):e2208779120. Radhakrishnan A, Belkin M, Uhler C. PMID: 36996114; PMCID: PMC10083596.
      View in: PubMed   Mentions: 2     Fields:    
    5. Simple, fast, and flexible framework for matrix completion with infinite width neural networks. Proc Natl Acad Sci U S A. 2022 04 19; 119(16):e2115064119. Radhakrishnan A, Stefanakis G, Belkin M, Uhler C. PMID: 35412891; PMCID: PMC9169779.
      View in: PubMed   Mentions: 5     Fields:    
    6. Overparameterized neural networks implement associative memory. Proc Natl Acad Sci U S A. 2020 11 03; 117(44):27162-27170. Radhakrishnan A, Belkin M, Uhler C. PMID: 33067397; PMCID: PMC7959487.
      View in: PubMed   Mentions: 16     Fields:    
    7. Quantum Confinement in Oxide Heterostructures: Room-Temperature Intersubband Absorption in SrTiO3/LaAlO3 Multiple Quantum Wells. ACS Nano. 2018 Aug 28; 12(8):7682-7689. Ortmann JE, Nookala N, He Q, Gao L, Lin C, Posadas AB, Borisevich AY, Belkin MA, Demkov AA. PMID: 30052026.
      View in: PubMed   Mentions:    Fields:    
    8. Dynamics of actively mode-locked Quantum Cascade Lasers. Opt Express. 2010 Jun 21; 18(13):13616-30. Gkortsas VM, Wang C, Kuznetsova L, Diehl L, Gordon A, Jirauschek C, Belkin MA, Belyanin A, Capasso F, Kärtner FX. PMID: 20588495.
      View in: PubMed   Mentions: 1     Fields:    
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