Budden, David

1. Griffin: Mixing Gated Linear Recurrences with Local Attention for Efficient Language Models
   2024/02/29 by Soham De, Samuel L. Smith, De, Soham +31 · 5 voices · 25 citations
   #cs.LG #cs.CL
2. DeepMind Control Suite
   2018/01/02 by Yuval Tassa, Tassa, Yuval, Yotam Doron +21 · 2 voices · 141 citations
   Computer Science · #Distributed and Parallel Computing Systems #Parallel Computing and Optimization Techniques #Reinforcement Learning in Robotics #cs.AI
3. Playing hard exploration games by watching YouTube
   2018/05/29 by Yusuf Aytar, Aytar, Yusuf, Tobias Pfaff +9 · 1 voice · 3 citations
   Computer Science · #Reinforcement Learning in Robotics #Multimodal Machine Learning Applications
4. Scaling Language Models: Methods, Analysis & Insights from Training Gopher
   2021/12/08 by Jack W. Rae, Sebastian Borgeaud, Rae, Jack W. +157 · 73 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
5. RecurrentGemma: Moving Past Transformers for Efficient Open Language Models
   2024/04/11 by Aleksandar Botev, Soham De, Botev, Aleksandar +127 · 1 voice · 10 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
6. Gated Linear Networks
   2019/09/30 by Joel Veness, Tor Lattimore, Veness, Joel +19 · 1 voice · 1 citation
   #cs.LG #cs.IT #stat.ML
7. Unified Scaling Laws for Routed Language Models
   2022/02/02 by Clark, Aidan, Casas, Diego de las, Guy, Aurelia +23 · 26 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
8. Distributed Prioritized Experience Replay
   2018/03/02 by Horgan, Dan, Quan, John, Budden, David +4 · 15 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
9. TF-Replicator: Distributed Machine Learning for Researchers
   2019/02/01 by Peter Buchlovsky, David Budden, Buchlovsky, Peter +22 · 3 voices · 1 citation
   Computer Science · Mathematics · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Distributed #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel #and Cluster Computing (cs.DC) #cs.AI #cs.DC #cs.LG #stat.ML
10. Distributed Distributional Deterministic Policy Gradients
    2018/04/23 by Gabriel Barth-Maron, Matthew W. Hoffman, Barth-Maron, Gabriel +15 · 16 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics #Robotic Locomotion and Control #Zebrafish Biomedical Research Applications
11. Sample Efficient Adaptive Text-to-Speech
    2018/09/27 by Chen, Yutian, Assael, Yannis, Shillingford, Brendan +11 · 5 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sound (cs.SD)
12. The CLRS Algorithmic Reasoning Benchmark
    2022/05/31 by Petar Veličković, Veličković, Petar, Adrià Puigdomènech Badia +13 · 6 citations
    Computer Science · #Fuzzy Logic and Control Systems
13. Generative Compression
    2017/03/04 by Shibani Santurkar, David Budden, Santurkar, Shibani +3 · 3 citations
    Computer Science · #Advanced Data Compression Techniques #Video Coding and Compression Technologies #Generative Adversarial Networks and Image Synthesis
14. A Generalized Framework for Population Based Training
    2019/02/05 by Ang Li, Li, Ang, Ola Spyra +15 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Music and Audio Processing #Neural and Evolutionary Computing (cs.NE) #Parallel #Speech Recognition and Synthesis #Speech and Audio Processing #and Cluster Computing (cs.DC)
15. Online Learning in Contextual Bandits using Gated Linear Networks
    2020/02/21 by Sezener, Eren, Hutter, Marcus, Budden, David +2 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)