All Publications


  • LINEARIZED TWO-LAYERS NEURAL NETWORKS IN HIGH DIMENSION ANNALS OF STATISTICS Ghorbani, B., Mei, S., Misiakiewicz, T., Montanari, A. 2021; 49 (2): 1029–54

    View details for DOI 10.1214/20-AOS1990

    View details for Web of Science ID 000637217900018

  • DISCUSSION OF: "NONPARAMETRIC REGRESSION USING DEEP NEURAL NETWORKS WITH RELU ACTIVATION FUNCTION" ANNALS OF STATISTICS Ghorbani, B., Mei, S., Misiakiewicz, T., Montanari, A. 2020; 48 (4): 1898–1901

    View details for DOI 10.1214/19-AOS1910

    View details for Web of Science ID 000560707500002

  • Limitations of Lazy Training of Two-layers Neural Networks Ghorbani, B., Mei, S., Misiakiewicz, T., Montanari, A., Wallach, H., Larochelle, H., Beygelzimer, A., d'Alche-Buc, F., Fox, E., Garnett, R. NEURAL INFORMATION PROCESSING SYSTEMS (NIPS). 2019