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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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Non-asymptotic Results for Singular Values of Gaussian Matrix Products
Hanin, B. & Paouris, G., 2021, (Accepted/In press) In: Geometric and Functional Analysis.Research output: Contribution to journal › Article › peer-review
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Nonlinear Approximation and (Deep) ReLU Networks
Daubechies, I., DeVore, R., Foucart, S., Hanin, B. & Petrova, G., 2021, (Accepted/In press) In: Constructive Approximation.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
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Local Universality for Zeros and Critical Points of Monochromatic Random Waves
Canzani, Y. & Hanin, B., Sep 1 2020, In: Communications In Mathematical Physics. 378, 3, p. 1677-1712 36 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Products of Many Large Random Matrices and Gradients in Deep Neural Networks
Hanin, B. & Nica, M., May 1 2020, In: Communications In Mathematical Physics. 376, 1, p. 287-322 36 p.Research output: Contribution to journal › Article › peer-review
3 Scopus citations