Learning to predict under a budget

Prediction-time budgets in machine learning applications can arise due to monetary or computational costs associated with acquiring information; they also arise due to latency and power consumption costs in evaluating increasingly more complex models. The goal in such budgeted prediction problems is...

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Bibliographic Details
Main Author: Nan, Feng
Other Authors: Saligrama, Venkatesh
Language:en_US
Published: 2018
Subjects:
Online Access:https://hdl.handle.net/2144/30726