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Filtering by: Creator Bouchard, Anthony F. Remove constraint Creator: Bouchard, Anthony F. Contributor Fu, Xiao Remove constraint Contributor: Fu, Xiao

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  • Graph Imitation Learning for Optimal Joint Beamforming and Antenna Selection

    Creator:
    Shrestha, Sagar
    Abstract:
    Transmit beamforming is an important technique employed to improve efficiency and signal quality in wireless communication systems by steering signals towards their in- tended users. It often arises jointly with the antenna selection problem due to various reasons, such as limited number of radio frequency (RF) chains and energy/resource effi-...
    Resource Type:
    Masters Thesis
    Full Text:
    }. ∥x∥2, ∥x∥∞, ∥X∥2, ∥X∥F , ∥X∥row−0 denote the vector ℓ2 norm, vector ℓ∞ norm, matrix spectral norm

  • Machine Learning Techniques to Model Species Interactions and Distributions Under Imperfect Detection

    Creator:
    Seo, Eugene
    Abstract:
    Ecological domains seeking to understand the environment and the behavior of species have received little attention in machine learning (ML), despite the fact that environmental changes have a significant impact on humans as well as ecosystems. Some ecological problems can be formulated similarly to other common ML applications, but there...
    Resource Type:
    Dissertation
    Full Text:
    Tuning Details . . . . . . . . . . . . . . . . . . . . . . . . 144 F Simulation Results