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Andy Davis

  1. Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer
    Sparsely-Gated MoE layers increase model capacity by over 1000x with minimal compute loss, improving language modeling and translation.
    2017/01/23 by Noam Shazeer, Azalia Mirhoseini, Shazeer, Noam +13 · 11 voices · 946 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Topic Modeling #cs.CL #cs.LG #cs.NE #stat.ML
  2. MLIR: A Compiler Infrastructure for the End of Moore's Law
    2020/02/25 by Chris Lattner, Lattner, Chris, Mehdi Amini +18 · 5 voices · 29 citations
    Computer Science · Decision Sciences · #Logic, programming, and type systems #Parallel Computing and Optimization Techniques #Scientific Computing and Data Management #cs.LG #cs.PL
  3. TensorFlow: A system for large-scale machine learning
    2016/05/27 by Martı́n Abadi, Martín Abadi, Paul Barham +44 · 4 voices · 392 citations
    Computer Science · #Parallel Computing and Optimization Techniques #Computational Physics and Python Applications #Advanced Neural Network Applications
  4. Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
    2025/07/07 by Gheorghe Comanici, Comanici, Gheorghe, Eric Bieber +6844 · 8 voices · 1420 citations
    #cs.CL #cs.AI
  5. TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems
    2016/03/14 by Martín Abadi, Ashish Agarwal, Abadi, Martín +77 · 1 voice · 73 citations
    Computer Science · #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC) #cs.DC #cs.LG
  6. Dynamic control flow in large-scale machine learning
    2018/04/18 by Yuan Yu, Martín Abadi, Paul Barham +12 · 1 voice · 1 citation
    Computer Science · #Data Stream Mining Techniques #Neural Networks and Applications #Parallel Computing and Optimization Techniques #cs.DC #cs.LG
  7. A Decision Support System for Addressing Food Security in the United Kingdom
    2021/11/15 by Martine J. Barons, Thais C. O. Fonseca, Andy Davis +1 · 1 citation