Projects per year
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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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Projects
- 1 Active
Research output
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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
1 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
1 Scopus citations -
Complexity of linear regions in deep networks
Hanin, B. & Rolnick, D., 2019, 36th International Conference on Machine Learning, ICML 2019. International Machine Learning Society (IMLS), p. 4585-4600 16 p. (36th International Conference on Machine Learning, ICML 2019; vol. 2019-June).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
2 Scopus citations -
Deep ReLU networks have surprisingly few activation patterns
Hanin, B. & Rolnick, D., 2019, In: Advances in Neural Information Processing Systems. 32Research output: Contribution to journal › Conference article › peer-review
4 Scopus citations