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08/19/2023
Learning and Communications Co-Design for Remote Inference Systems: Feature Length Selection and Transmission Scheduling
In this paper, we consider a remote inference system, where a neural net...
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08/15/2022
How Does Data Freshness Affect Real-time Supervised Learning?
In this paper, we analyze the impact of data freshness on real-time supe...
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02/09/2022
A Local Geometric Interpretation of Feature Extraction in Deep Feedforward Neural Networks
In this paper, we present a local geometric analysis to interpret how de...
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02/27/2021
