2 papers
cs.IT2019
Age of Information with Finite Horizon and Partial Updates
David Ramirez, Elza Erkip, H. Vincent Poor
A resource-constrained system monitors a source of information by requesting a finite number of updates subject to random transmission delays. An a priori fixed update request poli…
cs.LG2017
SafePredict: A Meta-Algorithm for Machine Learning That Uses Refusals to Guarantee Correctness
Mustafa A. Kocak, David Ramirez, Elza Erkip +1
SafePredict is a novel meta-algorithm that works with any base prediction algorithm for online data to guarantee an arbitrarily chosen correctness rate, , by allowing refusals…