Inbar Seroussi

According to our database, Inbar Seroussi authored at least 6 papers between 2021 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Droplets of Good Representations: Grokking as a First Order Phase Transition in Two Layer Networks.

Noa Rubin, Inbar Seroussi, Zohar Ringel

CoRR, 2023

Hitting the High-Dimensional Notes: An ODE for SGD learning dynamics on GLMs and multi-index models.

Elizabeth Collins-Woodfin, Courtney Paquette, Elliot Paquette, Inbar Seroussi

CoRR, 2023

Speed Limits for Deep Learning.

Inbar Seroussi, Alexander A. Alemi, Moritz Helias, Zohar Ringel

CoRR, 2023

Spectral-Bias and Kernel-Task Alignment in Physically Informed Neural Networks.

Inbar Seroussi, Asaf Miron, Zohar Ringel

CoRR, 2023

2022

Lower Bounds on the Generalization Error of Nonlinear Learning Models.

Inbar Seroussi, Ofer Zeitouni

IEEE Trans. Inf. Theory, 2022

2021

Separation of scales and a thermodynamic description of feature learning in some CNNs.

Inbar Seroussi, Zohar Ringel

CoRR, 2021