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Inbar Seroussi
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2020 – today
- 2024
- [c1]Noa Rubin, Inbar Seroussi, Zohar Ringel:
Grokking as a First Order Phase Transition in Two Layer Networks. ICLR 2024 - 2023
- [i6]Inbar Seroussi, Asaf Miron, Zohar Ringel:
Spectral-Bias and Kernel-Task Alignment in Physically Informed Neural Networks. CoRR abs/2307.06362 (2023) - [i5]Inbar Seroussi, Alexander A. Alemi, Moritz Helias, Zohar Ringel:
Speed Limits for Deep Learning. CoRR abs/2307.14653 (2023) - [i4]Elizabeth Collins-Woodfin, Courtney Paquette, Elliot Paquette, Inbar Seroussi:
Hitting the High-Dimensional Notes: An ODE for SGD learning dynamics on GLMs and multi-index models. CoRR abs/2308.08977 (2023) - [i3]Noa Rubin, Inbar Seroussi, Zohar Ringel:
Droplets of Good Representations: Grokking as a First Order Phase Transition in Two Layer Networks. CoRR abs/2310.03789 (2023) - 2022
- [j1]Inbar Seroussi, Ofer Zeitouni
:
Lower Bounds on the Generalization Error of Nonlinear Learning Models. IEEE Trans. Inf. Theory 68(12): 7956-7970 (2022) - 2021
- [i2]Inbar Seroussi, Ofer Zeitouni:
Lower Bounds on the Generalization Error of Nonlinear Learning Models. CoRR abs/2103.14723 (2021) - [i1]Inbar Seroussi, Zohar Ringel:
Separation of scales and a thermodynamic description of feature learning in some CNNs. CoRR abs/2112.15383 (2021)
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last updated on 2024-08-08 20:12 CEST by the dblp team
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