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Inbar Seroussi · SciRah

Researcher profile · Semantic Scholar

Inbar Seroussi

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Inbar Seroussi — researcher profile on SciRah

h-index: 9
Works: 24
Citations: 310

Most-cited papers

Separation of scales and a thermodynamic description of feature learning in some CNNs
Inbar Seroussi, Gadi Naveh, Z. Ringel
2021Nature Communications75 citations Open access
Semantic Scholar
Grokking as a First Order Phase Transition in Two Layer Networks
Noa Rubin, Inbar Seroussi, Z. Ringel
2023International Conference on Learning Representations57 citations
Semantic Scholar
Topological Superconducting Phases of Weakly Coupled Quantum Wires
Inbar Seroussi, E. Berg, Y. Oreg
201435 citations Open access
Semantic Scholar
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
2023arXiv.org27 citations Open access
Semantic Scholar
From Kernels to Features: A Multi-Scale Adaptive Theory of Feature Learning
Noa Rubin, Kirsten Fischer, Javed Lindner, David Dahmen +4 more
2025International Conference on Machine Learning17 citations
Semantic Scholar
Applications of Statistical Field Theory in Deep Learning
Z. Ringel, Noa Rubin, Edo Mor, M. Helias +1 more
2025arXiv.org15 citations
Semantic Scholar
Directed Polymers on Infinite Graphs
Clément Cosco, Inbar Seroussi, O. Zeitouni
2020Communications in Mathematical Physics15 citations Open access
Semantic Scholar
Single‐ and double‐Diffusion encoding MRI for studying ex vivo apparent axon diameter distribution in spinal cord white matter
D. Anaby, D. Morozov, Inbar Seroussi, S. Hametner +2 more
2019NMR in Biomedicine11 citations
Semantic Scholar
Microscopic Interpretation and Generalization of the Bloch-Torrey Equation for Diffusion Magnetic Resonance
Inbar Seroussi, D. Grebenkov, O. Pasternak, N. Sochen
2017Journal of magnetic resonance (San Diego, Calif. 1997 : Print)11 citations Open access
Semantic Scholar
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
2024Information and Inference A Journal of the IMA8 citations Open access
Semantic Scholar
Spectral-bias and kernel-task alignment in physically informed neural networks
Inbar Seroussi, Asaf Miron, Z. Ringel
2023Machine Learning: Science and Technology8 citations Open access
Semantic Scholar
Spectral Analysis of a Non-Equilibrium Stochastic Dynamics on a General Network
Inbar Seroussi, N. Sochen
2018Scientific Reports8 citations Open access
Semantic Scholar
Lower Bounds on the Generalization Error of Nonlinear Learning Models
Inbar Seroussi, O. Zeitouni
2021IEEE Transactions on Information Theory7 citations Open access
Semantic Scholar
Multi-season analysis reveals the spatial structure of disease spread
Inbar Seroussi, Nir Levy, E. Yom-Tov
2019Physica A: Statistical Mechanics and its Applications5 citations Open access
Semantic Scholar
High-Dimensional Private Linear Regression with Optimal Rates
Simone Bombari, Jia-Lei Luo, Inbar Seroussi, Marco Mondelli
20253 citations
Semantic Scholar
The High Line: Exact Risk and Learning Rate Curves of Stochastic Adaptive Learning Rate Algorithms
Elizabeth Collins-Woodfin, Inbar Seroussi, Begona Garc'ia Malaxechebarr'ia, Andrew Mackenzie +2 more
2024Neural Information Processing Systems3 citations Open access
Semantic Scholar
On the use of multiple compartment epidemiological models to describe the dynamics of influenza in Europe
Inbar Seroussi, Nir Levy, D. Paolotti, N. Sochen +1 more
20193 citations
Semantic Scholar
Exact Dynamics of Multi-class Stochastic Gradient Descent
Elizabeth Collins-Woodfin, Inbar Seroussi
2025arXiv.org1 citations
Semantic Scholar
Optimal minimax rate of learning nonlocal interaction kernels
Xiong Wang, Inbar Seroussi, Fei Lu
20231 citations
Semantic Scholar
Speed Limits for Deep Learning
Inbar Seroussi, Alexander A. Alemi, M. Helias, Z. Ringel
2023arXiv.org1 citations Open access
Semantic Scholar
A Geometric Unification of Generative AI with Manifold-Probabilistic Projection Models
Leah Bar, L. Yosef, Shai Zucker, N. Shoham +2 more
2025arXiv.org0 citations
Semantic Scholar
Minimax Rates for Learning Pairwise Interactions in Attention-Style Models
Shai Zucker, Xiong Wang, Fei Lu, Inbar Seroussi
20250 citations
Semantic Scholar
Localization phase transition in stochastic dynamics on networks with hub topology
Inbar Seroussi, N. Sochen
20200 citations Open access
Semantic Scholar
From Logistic Growth to Exponential Growth in a Population Dynamical Model
Inbar Seroussi, N. Sochen
20190 citations
Semantic Scholar

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