Skip to content

ARNI WG Multi-resource-cost optimization of neural network models: Paul Schrater

Zuckerman Institute - L3-079 3227 Broadway, New York

Title: Control when confidence is costly Abstract: We develop a version of stochastic control that accounts for computational costs of inference. Past studies identified efficient coding without control, or efficient control that neglects the cost of synthesizing information. Here we combine these concepts into a framework where agents rationally approximate inference for efficient control. Specifically,…