Jeffrey Dean

1. The Case for Learned Index Structures
   2017/12/04 by Tim Kraska, Kraska, Tim, Alex Beutel +7 · 10 voices · 27 citations
   #cs.DB #cs.DS #cs.NE
2. Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation
   2016/09/26 by Yonghui Wu, Mike Schuster, Wu, Yonghui +62 · 2 voices · 528 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling #Multimodal Machine Learning Applications
3. TensorFlow: A system for large-scale machine learning
   2016/05/27 by Martı́n Abadi, Martín Abadi, Paul Barham +44 · 4 voices · 285 citations
   Computer Science · #Parallel Computing and Optimization Techniques #Computational Physics and Python Applications #Advanced Neural Network Applications
4. Google's Multilingual Neural Machine Translation System: Enabling\n Zero-Shot Translation
   2016/11/14 by Melvin Johnson, Mike Schuster, Johnson, Melvin +23 · 4 voices · 27 citations
   Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL
5. Efficient Estimation of Word Representations in Vector Space
   2013/01/16 by Tomas Mikolov, Tomáš Mikolov, Mikolov, Tomas +8 · 2 voices · 576 citations
   Computer Science · #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling #cs.CL
6. MapReduce
   2008/01/01 by Jeffrey Dean, Jay B. Dean, Sanjay Ghemawat · 399 citations
   Computer Science · #Cloud Computing and Resource Management #Advanced Data Storage Technologies #Parallel Computing and Optimization Techniques
7. Scalable and accurate deep learning with electronic health records
   2018/01/24 by Alvin Rajkomar, Eyal Oren, Kai Chen +35 · 2 voices · 49 citations
   Computer Science · Health Professions · Medicine · #Machine Learning in Healthcare #Electronic Health Records Systems #Artificial Intelligence in Healthcare and Education
8. In-Datacenter Performance Analysis of a Tensor Processing Unit
   2017/04/16 by Norman P. Jouppi, Jouppi, Norman P., Cliff Young +156 · 3 voices · 77 citations
   Computer Science · Engineering · #Parallel Computing and Optimization Techniques #Advanced Memory and Neural Computing #Advanced Data Storage Technologies
9. TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems
   2016/03/14 by Martín Abadi, Ashish Agarwal, Abadi, Martín +77 · 1 voice · 52 citations
   Computer Science · #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC) #cs.DC #cs.LG
10. The tail at scale
    2013/01/29 by Jeffrey Dean, Jay B. Dean, Luiz André Barroso · 90 citations
    Computer Science · #Distributed systems and fault tolerance #Cloud Computing and Resource Management #Peer-to-Peer Network Technologies
11. The Deep Learning Revolution and Its Implications for Computer\n Architecture and Chip Design
    2019/11/12 by Jeffrey Dean, Dean, Jeffrey · 4 voices
    Engineering · #Advancements in Semiconductor Devices and Circuit Design #Ferroelectric and Negative Capacitance Devices #Semiconductor materials and devices
12. Gemini: A Family of Highly Capable Multimodal Models
    2023/12/19 by Gemini Robotics Team, Gemini Team, Rohan Anil +2692 · 9 voices · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #cs.AI #cs.CL #cs.CV
13. Accelerating Deep Learning by Focusing on the Biggest Losers
    2019/10/02 by Angela H. Jiang, Daniel L. -K. Wong, Daniel Wong +22 · 1 voice · 11 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Adversarial Robustness in Machine Learning
14. DataRater: Meta-Learned Dataset Curation
    2025/05/23 by Dan A. Calian, Gregory Farquhar, Calian, Dan A. +21 · 3 voices · 5 citations
    #stat.ML #cs.AI #cs.LG
15. Resolving the migrant paradox: Two pathways to coalescence in the late precontact U.S. Southwest
    2018/12/04 by Jeffery J. Clark, Jennifer A. Birch, Jennifer Birch +12 · 2 citations
    Social Sciences · #Historical and Cultural Archaeology Studies #Anthropological Studies and Insights #Indigenous Health, Education, and Rights