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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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Collaborations and top research areas from the last five years
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Career: Random Neural Nets and Random Matrix Products
Hanin, B. (PI)
NSF - National Science Foundation
6/1/22 → 5/31/27
Project: Research project
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Collaborative Research: Probabilistic, Geometric, and Topological Analysis of Neural Networks, From Theory to Applications
Hanin, B. (PI)
NSF - National Science Foundation
1/1/22 → 12/31/25
Project: Research project
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Random Neural Networks
Hanin, B. (PI)
NSF - National Science Foundation
8/1/20 → 5/31/23
Project: Research project
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Quantitative CLTs in deep neural networks
Favaro, S., Hanin, B., Marinucci, D., Nourdin, I. & Peccati, G., Apr 2025, In: Probability Theory and Related Fields. 191, 3, p. 933-977 45 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Are More LM Calls All You Need? Towards the Scaling Properties of Compound AI Systems
Chen, L., Davis, J., Hanin, B., Bailis, P., Stoica, I., Zaharia, M. & Zou, J., 2024, In: Advances in Neural Information Processing Systems. 37Research output: Contribution to journal › Conference article › peer-review
2 Scopus citations -
DEPTHWISE HYPERPARAMETER TRANSFER IN RESIDUAL NETWORKS: DYNAMICS AND SCALING LIMIT
Bordelon, B., Noci, L., Li, M., Hanin, B. & Pehlevan, C., 2024.Research output: Contribution to conference › Paper › peer-review
5 Scopus citations -
Les Houches lectures on deep learning at large and infinite width
Bahri, Y., Hanin, B., Brossollet, A., Erba, V., Keup, C., Pacelli, R. & Simon, J. B., Oct 31 2024, In: Journal of Statistical Mechanics: Theory and Experiment. 2024, 10, 104012.Research output: Contribution to journal › Article › peer-review
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PRINCIPLED ARCHITECTURE-AWARE SCALING OF HYPERPARAMETERS
Chen, W., Wu, J., Wang, Z. & Hanin, B., 2024.Research output: Contribution to conference › Paper › peer-review