John Peebles

1. Apple Intelligence Foundation Language Models
   2024/07/29 by Tom Gunter, Zirui Wang, Gunter, Tom +306 · 2 voices · 2 citations
   #cs.AI #cs.CL #cs.LG
2. Almost-Linear-Time Algorithms for Markov Chains and New Spectral\n Primitives for Directed Graphs
   2016/11/02 by Michael B. Cohen, Cohen, Michael B., Jonathan A. Kelner +11 · 5 citations
   Computer Science · Mathematics · #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Graph theory and applications #Markov Chains and Monte Carlo Methods #Matrix Theory and Algorithms
3. Solving Directed Laplacian Systems in Nearly-Linear Time through Sparse\n LU Factorizations
   2018/11/26 by Michael B. Cohen, Jonathan A. Kelner, Cohen, Michael B. +11 · 5 citations
   Computer Science · Mathematics · #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Graph theory and applications #Markov Chains and Monte Carlo Methods #Topological and Geometric Data Analysis
4. Collision-based Testers are Optimal for Uniformity and Closeness
   2016/11/11 by Ilias Diakonikolas, Diakonikolas, Ilias, Themis Gouleakis +5 · 4 citations
   Computer Science · Medicine · #Complexity and Algorithms in Graphs #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning and Algorithms #SARS-CoV-2 detection and testing #Statistics Theory (math.ST)
5. Faster Algorithms for Computing the Stationary Distribution, Simulating\n Random Walks, and More
   2016/08/10 by Michael B. Cohen, Jon Kelner, Cohen, Michael B. +9 · 3 citations
   Computer Science · Mathematics · #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Graph Theory and Algorithms #Graph theory and applications #Quantum Computing Algorithms and Architecture
6. Singular Value Approximation and Sparsifying Random Walks on Directed Graphs
   2023/01/31 by AmirMahdi Ahmadinejad, John Peebles, Ahmadinejad, AmirMahdi +7 · 3 citations
   Mathematics · Physics and Astronomy · #Computational Complexity (cs.CC) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Markov Chains and Monte Carlo Methods #Quantum optics and atomic interactions #Random Matrices and Applications
7. Apple Intelligence Foundation Language Models: Tech Report 2025
   2025/07/17 by Ethan Li, Anders Larsen, Li, Ethan +487 · 14 citations
   Computer Science · #Advanced Malware Detection Techniques #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Big Data and Digital Economy #FOS: Computer and information sciences #Machine Learning (cs.LG)