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Why Do You Grok? A Theoretical Analysis of Grokking Modular Addition

Why Do You Grok? A Theoretical Analysis of Grokking Modular Addition

17 July 2024
Mohamad Amin Mohamadi
Zhiyuan Li
Lei Wu
Danica J. Sutherland
ArXivPDFHTML

Papers citing "Why Do You Grok? A Theoretical Analysis of Grokking Modular Addition"

3 / 3 papers shown
Title
Low Rank and Sparse Fourier Structure in Recurrent Networks Trained on Modular Addition
Low Rank and Sparse Fourier Structure in Recurrent Networks Trained on Modular Addition
Akshay Rangamani
35
0
0
28 Mar 2025
Omnigrok: Grokking Beyond Algorithmic Data
Omnigrok: Grokking Beyond Algorithmic Data
Ziming Liu
Eric J. Michaud
Max Tegmark
54
76
0
03 Oct 2022
What Happens after SGD Reaches Zero Loss? --A Mathematical Framework
What Happens after SGD Reaches Zero Loss? --A Mathematical Framework
Zhiyuan Li
Tianhao Wang
Sanjeev Arora
MLT
83
98
0
13 Oct 2021
1