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Meghan Cowan

  1. TVM: An Automated End-to-End Optimizing Compiler for Deep Learning
    2018/02/12 by Tianqi Chen, Thierry Moreau, Chen, Tianqi +22 · 1 voice · 31 citations
    Computer Science · #Advanced Data Storage Technologies #Advanced Neural Network Applications #Parallel Computing and Optimization Techniques #cs.AI #cs.LG #cs.PL
  2. TACCL: Guiding Collective Algorithm Synthesis using Communication Sketches
    2021/11/08 by Aashaka Shah, Vijay Chidambaram, Shah, Aashaka +15 · 20 citations
    Computer Science · Engineering · #Distributed #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)
  3. Porcupine: A Synthesizing Compiler for Vectorized Homomorphic Encryption
    2021/01/19 by Meghan Cowan, Cowan, Meghan, Deeksha Dangwal +9 · 4 citations
    Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #cs.CR
  4. Analysis and Mitigations of Reverse Engineering Attacks on Local Feature Descriptors
    2021/05/09 by Deeksha Dangwal, Dangwal, Deeksha, Vincent T. Lee +21 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Face recognition and analysis #cs.CV