Daniel Murfet
- Open Problems in Mechanistic Interpretability
2025/01/27 by Lee Sharkey, Bilal Chughtai, Sharkey, Lee +58 · 7 voices · 64 citations
Computer Science · #Natural Language Processing Techniques #Statistical and Computational Modeling #cs.LG
- Dynamical versus Bayesian Phase Transitions in a Toy Model of Superposition
2023/10/10 by Zhongtian Chen, Edmund Lau, Chen, Zhongtian +7 · 7 citations
Computer Science · #62F15 #68T07 #Artificial Intelligence (cs.AI) #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Neural Networks and Applications
- Programs as Singularities
2025/04/10 by Daniel Murfet, Will Troiani, Murfet, Daniel +1 · 1 voice · 1 citation
Computer Science · Decision Sciences · Mathematics · #Complex Systems and Decision Making #cs.LG #cs.LO #math.LO
- Logic and the 2-Simplicial Transformer
2019/09/02 by James Clift, Clift, James, Dmitry Doryn +5 · 1 citation
Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Logic in Computer Science (cs.LO) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics
- Compressibility Measures Complexity: Minimum Description Length Meets Singular Learning Theory
2025/10/14 by Einar Urdshals, Urdshals, Einar, Edmund Lau +7 · 1 voice
Computer Science · #Computability, Logic, AI Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Neural Networks and Applications
- Structural Inference: Interpreting Small Language Models with Susceptibilities
2025/04/25 by Garrett Baker, Baker, Garrett, George Wang +5 · 2 voices · 2 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling
- Elicitation without Backpropagation: Steering Model Behavior by Optimizing the Latent Posterior
2026/07/21 by Garrett Baker, Vinayak Pathak, Daniel Murfet +1
#cs.LG #stat.ML