Grokking in Linear Estimators -- A Solvable Model that Groks without Understanding
Fuente:
arXiv
Saved in:
| Main Authors: | Levi, Noam, Beck, Alon, Bar-Sinai, Yohai |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Grokking at the Edge of Linear Separability
by: Beck, Alon, et al.
Published: (2024)
by: Beck, Alon, et al.
Published: (2024)
Learning Shrinks the Hard Tail: Training-Dependent Inference Scaling in a Solvable Linear Model
by: Levi, Noam
Published: (2026)
by: Levi, Noam
Published: (2026)
Probing the Latent Hierarchical Structure of Data via Diffusion Models
by: Sclocchi, Antonio, et al.
Published: (2024)
by: Sclocchi, Antonio, et al.
Published: (2024)
Is Grokking a Computational Glass Relaxation?
by: Zhang, Xiaotian, et al.
Published: (2025)
by: Zhang, Xiaotian, et al.
Published: (2025)
Grokking as the Transition from Lazy to Rich Training Dynamics
by: Kumar, Tanishq, et al.
Published: (2023)
by: Kumar, Tanishq, et al.
Published: (2023)
Hopfield model with planted patterns: a teacher-student self-supervised learning model
by: Alemanno, Francesco, et al.
Published: (2023)
by: Alemanno, Francesco, et al.
Published: (2023)
Universal characteristics of deep neural network loss surfaces from random matrix theory
by: Baskerville, Nicholas P, et al.
Published: (2022)
by: Baskerville, Nicholas P, et al.
Published: (2022)
Dense Hopfield Networks in the Teacher-Student Setting
by: Thériault, Robin, et al.
Published: (2024)
by: Thériault, Robin, et al.
Published: (2024)
The Underlying Scaling Laws and Universal Statistical Structure of Complex Datasets
by: Levi, Noam, et al.
Published: (2023)
by: Levi, Noam, et al.
Published: (2023)
Grokking as a First Order Phase Transition in Two Layer Networks
by: Rubin, Noa, et al.
Published: (2023)
by: Rubin, Noa, et al.
Published: (2023)
Class Imbalance in Anomaly Detection: Learning from an Exactly Solvable Model
by: Pezzicoli, F. S., et al.
Published: (2025)
by: Pezzicoli, F. S., et al.
Published: (2025)
Sampling Data with Chains of Forward-Backward Diffusion Steps
by: Kang, Hyunmo, et al.
Published: (2026)
by: Kang, Hyunmo, et al.
Published: (2026)
Grokking in the Ising Model
by: Hutchison, Karolina, et al.
Published: (2025)
by: Hutchison, Karolina, et al.
Published: (2025)
More Bang for the Buck: Improving the Inference of Large Language Models at a Fixed Budget using Reset and Discard (ReD)
by: Meir, Sagi, et al.
Published: (2026)
by: Meir, Sagi, et al.
Published: (2026)
Grokking vs. Learning: Same Features, Different Encodings
by: Manning-Coe, Dmitry, et al.
Published: (2025)
by: Manning-Coe, Dmitry, et al.
Published: (2025)
Grokking Modular Polynomials
by: Doshi, Darshil, et al.
Published: (2024)
by: Doshi, Darshil, et al.
Published: (2024)
Incorporating rank-free coupling and external field via an incoherent modulated spatial photonic Ising machine
by: Zheng, Ze, et al.
Published: (2025)
by: Zheng, Ze, et al.
Published: (2025)
Existence of a Phase Transition in the One-Dimensional Ising Spin Glass Model with Long-Range Interactions on the Nishimori Line
by: Okuyama, Manaka, et al.
Published: (2026)
by: Okuyama, Manaka, et al.
Published: (2026)
A spin-glass model for the loss surfaces of generative adversarial networks
by: Baskerville, Nicholas P, et al.
Published: (2021)
by: Baskerville, Nicholas P, et al.
Published: (2021)
Two-Point Deterministic Equivalence for Stochastic Gradient Dynamics in Linear Models
by: Atanasov, Alexander, et al.
Published: (2025)
by: Atanasov, Alexander, et al.
Published: (2025)
A spectral approach to Hebbian-like neural networks
by: Agliari, Elena, et al.
Published: (2024)
by: Agliari, Elena, et al.
Published: (2024)
Exact Learning Dynamics of In-Context Learning in Linear Transformers and Its Application to Non-Linear Transformers
by: Mainali, Nischal, et al.
Published: (2025)
by: Mainali, Nischal, et al.
Published: (2025)
Self-attention as an attractor network: transient memories without backpropagation
by: D'Amico, Francesco, et al.
Published: (2024)
by: D'Amico, Francesco, et al.
Published: (2024)
Anchored advected interfaces, Oslo model, and roughness at depinning
by: Shapira, Assaf, et al.
Published: (2023)
by: Shapira, Assaf, et al.
Published: (2023)
Gauge theory for quantum XYZ spin glasses
by: Itoi, C., et al.
Published: (2023)
by: Itoi, C., et al.
Published: (2023)
The weak and strong disorder regimes in the continuous random field Ising model
by: Heymans, G. O., et al.
Published: (2026)
by: Heymans, G. O., et al.
Published: (2026)
At Most Two Infinite Blue Clusters in the CMR Representation of the Edwards-Anderson Spin Glass
by: Pei, Yan Ru
Published: (2026)
by: Pei, Yan Ru
Published: (2026)
Density of states correlations in Lévy Rosenzweig-Porter model via supersymmetry approach
by: Safonova, Elizaveta, et al.
Published: (2025)
by: Safonova, Elizaveta, et al.
Published: (2025)
Serial vs parallel recall in the Blume-Every-Griffiths neural networks
by: Albanese, Linda, et al.
Published: (2026)
by: Albanese, Linda, et al.
Published: (2026)
Existence of de Almeida-Thouless-type instability in the transverse field Sherrington-Kirkpatrick model
by: Itoi, C., et al.
Published: (2024)
by: Itoi, C., et al.
Published: (2024)
Higher-order localization landscape theory of Anderson localization
by: Skipetrov, Sergey E.
Published: (2024)
by: Skipetrov, Sergey E.
Published: (2024)
Local topology for periodic Hamiltonians and fuzzy tori
by: Doll, Nora, et al.
Published: (2024)
by: Doll, Nora, et al.
Published: (2024)
The importance of being empty: a spectral approach to Hopfield neural networks with diluted examples
by: Agliari, Elena, et al.
Published: (2025)
by: Agliari, Elena, et al.
Published: (2025)
Concentration properties of Gaussian random fields
by: Sharma, Gargee
Published: (2014)
by: Sharma, Gargee
Published: (2014)
Disordered harmonic chain with random masses and springs: a combinatorial approach
by: Bernard, Maximilien, et al.
Published: (2025)
by: Bernard, Maximilien, et al.
Published: (2025)
Interpolations for a quantum Parisi formula in transverse field mean-field spin glass models
by: Itoi, C., et al.
Published: (2025)
by: Itoi, C., et al.
Published: (2025)
Winding Number Statistics for Chiral Random Matrices: Universal Correlations and Statistical Moments in the Unitary Case
by: Hahn, Nico, et al.
Published: (2024)
by: Hahn, Nico, et al.
Published: (2024)
Stark localization of interacting particles
by: De Roeck, Wojciech, et al.
Published: (2026)
by: De Roeck, Wojciech, et al.
Published: (2026)
The thermodynamic limit in mean field neural networks
by: Agliari, Elena, et al.
Published: (2024)
by: Agliari, Elena, et al.
Published: (2024)
Free Convolution and Generalized Dyson Brownian Motion
by: Bousseyroux, Pierre, et al.
Published: (2024)
by: Bousseyroux, Pierre, et al.
Published: (2024)
Similar Items
-
Grokking at the Edge of Linear Separability
by: Beck, Alon, et al.
Published: (2024) -
Learning Shrinks the Hard Tail: Training-Dependent Inference Scaling in a Solvable Linear Model
by: Levi, Noam
Published: (2026) -
Probing the Latent Hierarchical Structure of Data via Diffusion Models
by: Sclocchi, Antonio, et al.
Published: (2024) -
Is Grokking a Computational Glass Relaxation?
by: Zhang, Xiaotian, et al.
Published: (2025) -
Grokking as the Transition from Lazy to Rich Training Dynamics
by: Kumar, Tanishq, et al.
Published: (2023)