Reliable Remote Computations


Machine learning (ML) has enabled computers to accomplish many complex tasks. ML is a new area for me, and my interests is focused on reliability and applications related to mobile health. Work is supported by generous donations from NVIDIA.


  • Wireless Offloading as an Enabler of Real-Time Navigational-Focused Wearable for the Visually Impaired
    David Ramirez, Jason Holloway, Sundeep Rangan, John-Ross Rizzo
    Submitted to IEEE Asilomar Conference
  • Impact of Horizon on Minimal Age of Information in Constrained Systems
    David Ramirez, Elza Erkip
    In preparation
  • SafePredict: A Meta-Algorithm for Machine Learning That Uses Refusals to Guarantee Correctness
    Mustafa A. Kocak, David Ramirez, Elza Erkip, Dennis E. Shasha
    Submitted to IEEE Transactions on Pattern Analysis and Machine Intelligence