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Dive into the research topics where Boris Hanin is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborative Research: Probabilistic, Geometric, and Topological Analysis of Neural Networks, From Theory to Applications
NSF - National Science Foundation
1/1/22 → 12/31/24
Project: Research project
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Career: Random Neural Nets and Random Matrix Products
NSF - National Science Foundation
6/1/22 → 5/31/27
Project: Research project
Research output
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Nonlinear Approximation and (Deep) ReLU Networks
Daubechies, I., DeVore, R., Foucart, S., Hanin, B. & Petrova, G., Feb 2022, In: Constructive Approximation. 55, 1, p. 127-172 46 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Level Spacings and Nodal Sets at Infinity for Radial Perturbations of the Harmonic Oscillator
Beck, T. & Hanin, B., Apr 1 2021, In: International Mathematics Research Notices. 2021, 7, p. 5007-5036 30 p.Research output: Contribution to journal › Article › peer-review
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Neural network approximation
Devore, R., Hanin, B. & Petrova, G., May 2021, In: Acta Numerica. 30, p. 327-444 118 p.Research output: Contribution to journal › Review article › peer-review
Open Access3 Scopus citations -
Non-asymptotic Results for Singular Values of Gaussian Matrix Products
Hanin, B. & Paouris, G., Apr 2021, In: Geometric and Functional Analysis. 31, 2, p. 268-324 57 p.Research output: Contribution to journal › Article › peer-review
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Interface asymptotics of eigenspace Wigner distributions for the harmonic oscillator
Hanin, B. & Zelditch, S., Nov 1 2020, In: Communications in Partial Differential Equations. 45, 11, p. 1589-1620 32 p.Research output: Contribution to journal › Article › peer-review