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11 papers · 1 filter
Distributed Reconfigurable Intelligent Surfaces for Energy Efficient Indoor Terahertz Wireless Communications
Yiming Huo, Xiaodai Dong, Nuwan Ferdinand
With the fifth-generation (5G) networks widely commercialized and fast deployed, the sixth-generation (6G) wireless communication is envisioned to provide competitive quality of se…
OptEmbed: Learning Optimal Embedding Table for Click-through Rate Prediction
Fuyuan Lyu, Xing Tang, Hong Zhu +4
Learning embedding table plays a fundamental role in Click-through rate(CTR) prediction from the view of the model performance and memory usage. The embedding table is a two-dimens…
Node Copying: A Random Graph Model for Effective Graph Sampling
Florence Regol, Soumyasundar Pal, Jianing Sun +3
There has been an increased interest in applying machine learning techniques on relational structured-data based on an observed graph. Often, this graph is not fully representative…
Scalable switched slab coupler based optical phased array on silicon nitride
Pascual Muñoz, Daniel Pastor, Luis A. Bru +4
A two-dimensional optical-phased array is demonstrated by using a multiple-input star coupler, compatible with FMCW LiDAR. Previous approach using a single-input design achieves tw…
Optical Wavelength Meter with Machine Learning Enhanced Precision
Gazi Mahamud Hasan, Mehedi Hasan, Peng Liu +3
Diverse applications in photonics and microwave engineering require a means of measurement of the instantaneous frequency of a signal. A photonic implementation typically applies a…
Revisiting the Impact of Dependency Network Metrics on Software Defect Prediction
Lina Gong, Gopi Krishnan Rajbahadur, Ahmed E. Hassan +1
Software dependency network metrics extracted from the dependency graph of the software modules by the application of Social Network Analysis (SNA metrics) have been shown to impro…