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Filtering by: Creator Wang, Songtao Resource Type Dissertation

Design and Analysis of Free-space Optical Communications Systems for Next Generation Short-range Wireless Networks

Creator:

Liverman, Spencer

Abstract:

This dissertation focuses on indoor free-space optical communications systems for use in short range wireless networks. We propose that current radio frequency wireless links be augmented or replaced with optical frequency links due to overcrowding in the radio frequency spectrum. Optical frequencies contain hundreds of terahertz of unregulated bandwidth and...

Resource Type:

Dissertation

Full Text:

Borah, Songtao Wang, and Siyuan Chen among several others. I extend a very special thank you to Martin
Characterizing and Addressing Dataset Shift with Deep Learning

Creator:

Olson, Matthew L.

Abstract:

This dissertation delves into understanding, characterizing, and addressing dataset shift in deep learning, a pervasive issue for deployed machine learning systems. Integral aspects of the problem are examined: We start with the use of counterfactual explanations in order to characterize the behavior of deep reinforcement learning agents in visual input...

Resource Type:

Dissertation