Modular Addition Feature Learning
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Explore modular addition learning visualizations
AI & ML interests
Reinforcement Learning, Language Models, Diffusion Models
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zhuoranyangÂ
updated a Space 7 days ago
JLiangHeÂ
submitted a paper to Daily Papers 8 days ago
JLiangHeÂ
authored 6 papers 8 days ago
Sample-efficient Learning of Infinite-horizon Average-reward MDPs with General Function Approximation
Paper
• 2404.12648 • Published
In-Context Linear Regression Demystified: Training Dynamics and Mechanistic Interpretability of Multi-Head Softmax Attention
Paper
• 2503.12734 • Published
Llama-3.1-FoundationAI-SecurityLLM-8B-Instruct Technical Report
Paper
• 2508.01059 • Published
• 34
Llama-3.1-FoundationAI-SecurityLLM-Reasoning-8B Technical Report
Paper
• 2601.21051 • Published
• 14
On the Mechanism and Dynamics of Modular Addition: Fourier Features, Lottery Ticket, and Grokking
Paper
• 2602.16849 • Published
• 6
From Words to Actions: Unveiling the Theoretical Underpinnings of LLM-Driven Autonomous Systems
Paper
• 2405.19883 • Published
zhuoranyangÂ
published a Space 10 days ago
zhuoranyangÂ
submitted a paper to Daily Papers 29 days ago
FengzhuoÂ
submitted a paper to Daily Papers about 1 month ago
zhuoranyangÂ
authored 9 papers 4 months ago
A Theoretical Analysis of Deep Q-Learning
Paper
• 1901.00137 • Published
Diffusion Model is an Effective Planner and Data Synthesizer for Multi-Task Reinforcement Learning
Paper
• 2305.18459 • Published
Symmetric Mean-field Langevin Dynamics for Distributional Minimax Problems
Paper
• 2312.01127 • Published
In-Context Linear Regression Demystified: Training Dynamics and Mechanistic Interpretability of Multi-Head Softmax Attention
Paper
• 2503.12734 • Published
Taming Polysemanticity in LLMs: Provable Feature Recovery via Sparse Autoencoders
Paper
• 2506.14002 • Published
• 5
On Computation and Generalization of Generative Adversarial Imitation Learning
Paper
• 2001.02792 • Published
• 1
Muon Outperforms Adam in Tail-End Associative Memory Learning
Paper
• 2509.26030 • Published
• 20
Unlocking Out-of-Distribution Generalization in Transformers via Recursive Latent Space Reasoning
Paper
• 2510.14095 • Published
• 6
Build Your Personalized Research Group: A Multiagent Framework for Continual and Interactive Science Automation
Paper
• 2510.15624 • Published
• 15