Karen Levy

Understanding Accuracy-Efficiency Trade-Offs as a Means for Holding Distributed ML Systems Accountable

2020 · arXiv (Cornell University)

Trade-offs between accuracy and efficiency are found in multiple non-computing domains, such as law and public health, which have developed rules and heuristics to guide how to balance the two in conditions of uncertainty. While …