Albrecht, Joshua

1. On the Stepwise Nature of Self-Supervised Learning
   2023/03/27 by James B. Simon, Maksis Knutins, Simon, James B. +9 · 6 citations
   Computer Science · Physics and Astronomy · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications
2. Tune As You Scale: Hyperparameter Optimization For Compute Efficient Training
   2023/06/13 by Abraham J. Fetterman, Fetterman, Abraham J., Ellie Kitanidis +15 · 3 citations
   Computer Science · Materials Science · #Machine Learning and Data Classification #Advanced Neural Network Applications #Machine Learning in Materials Science
3. Despite "super-human" performance, current LLMs are unsuited for decisions about ethics and safety
   2022/12/13 by Joshua Albrecht, Albrecht, Joshua, Ellie Kitanidis +3 · 1 voice · 2 citations
   Computer Science · #cs.CL #cs.AI
4. Avalon: A Benchmark for RL Generalization Using Procedurally Generated Worlds
   2022/10/24 by Joshua Albrecht, Albrecht, Joshua, Abraham J. Fetterman +19 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics