Zhou, Hattie
- Step-by-Step Diffusion: An Elementary Tutorial
2024/06/13 by Preetum Nakkiran, Nakkiran, Preetum, Arwen Bradley +5 · 10 voices · 1 citation
#cs.LG #cs.AI #cs.CV #stat.ML
- What Algorithms can Transformers Learn? A Study in Length Generalization
2023/10/24 by Hattie Zhou, Zhou, Hattie, Arwen Bradley +13 · 2 voices · 21 citations
Computer Science · #cs.LG #cs.AI #cs.CL #stat.ML
- Deconstructing Lottery Tickets: Zeros, Signs, and the Supermask
2019/05/03 by Hattie Zhou, Janice Lan, Zhou, Hattie +5 · 13 citations
Computer Science · #Advanced Neural Network Applications #Generative Adversarial Networks and Image Synthesis #Adversarial Robustness in Machine Learning
- Teaching Algorithmic Reasoning via In-context Learning
2022/11/15 by Hattie Zhou, Azade Nova, Zhou, Hattie +9 · 8 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- A Formal Framework for Understanding Length Generalization in Transformers
2024/10/03 by Huang, Xinting, Yang, Andy, Bhattamishra, Satwik +5 · 10 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Vanishing Gradients in Reinforcement Finetuning of Language Models
2023/10/31 by Noam Razin, Razin, Noam, Hattie Zhou +13 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Reinforcement Learning in Robotics #Topic Modeling
- Societal Alignment Frameworks Can Improve LLM Alignment
2025/02/27 by Karolina Stańczak, Stańczak, Karolina, Nicholas Meade +31 · 4 voices · 3 citations
#cs.CY #cs.AI #cs.CL
- Predicting Grokking Long Before it Happens: A look into the loss landscape of models which grok
2023/06/23 by Notsawo, Pascal Jr. Tikeng, Zhou, Hattie, Pezeshki, Mohammad +2 · 3 citations
#FOS: Computer and information sciences #I.2.6 #Machine Learning (cs.LG)