Inbar Seroussi

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 8

Top Topics

Phase Transition

Generalization Error

Top Venues

IEEE Trans. Inf. Theory

Publications

Noa Rubin, Inbar Seroussi, Zohar Ringel
Grokking as a First Order Phase Transition in Two Layer Networks. ICLR (2024)
Noa Rubin, Inbar Seroussi, Zohar Ringel
Droplets of Good Representations: Grokking as a First Order Phase Transition in Two Layer Networks. CoRR (2023)
Inbar Seroussi, Asaf Miron, Zohar Ringel
Spectral-Bias and Kernel-Task Alignment in Physically Informed Neural Networks. CoRR (2023)
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 (2023)
Inbar Seroussi, Alexander A. Alemi, Moritz Helias, Zohar Ringel
Speed Limits for Deep Learning. CoRR (2023)
Inbar Seroussi, Ofer Zeitouni
Lower Bounds on the Generalization Error of Nonlinear Learning Models. IEEE Trans. Inf. Theory 68 (12) (2022)
Inbar Seroussi, Ofer Zeitouni
Lower Bounds on the Generalization Error of Nonlinear Learning Models. CoRR (2021)
Inbar Seroussi, Zohar Ringel
Separation of scales and a thermodynamic description of feature learning in some CNNs. CoRR (2021)