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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:
    Imitation Learning For Optimal Joint Beamforming and Antenna Selection Abstract approved: Xiao Fu

  • Crowdsourcing via Pairwise Co-occurrences: Identifiability and Algorithms

    Creator:
    Ibrahim, Shahana
    Abstract:
    Crowdsourcing is a popular paradigm to address the high demands for labeled data in big data deluge. It aims to produce accurate labels by effectively integrating noisy, non-expert labeling from crowdsourced workers (annotators). The machine learning community has been studying effective crowdsourcing methods for many years, and many models and...
    Resource Type:
    Masters Thesis
    Full Text:
    : Crowdsourcing via Pairwise Co-occurrences: Identifiability and Algorithms Abstract approved: Xiao Fu

  • Large Scale Tensor Decomposition Algorithms Using Block-randomized Stochastic Proximal Gradient

    Creator:
    Gao, Cheng
    Abstract:
    We consider the problem of computing the cannonical polyadic decomposition (CPD) for large-scale dense tensors. This work is a combination of alternating least squares and fiber sampling. Data sparsity can be leveraged to handle large tensor CPD, but this route is not feasible for dense data. Inspired by stochastic optimization's...
    Resource Type:
    Masters Thesis
    Full Text:
    : Xiao Fu We consider the problem of computing the cannonical polyadic decomposition (CPD) for large

  • Development of a Paper-Based Whole Blood Phenylalanine Assay for PKU Diagnosis and Monitoring in Low Resource Settings

    Creator:
    Robinson, Robert Tyler
    Abstract:
    Phenylketonuria (PKU) is a genetic inborn metabolic disorder which inhibits the functional production of the enzyme phenylalanine hydroxylase (PAH). It currently affects one in 15,000 Americans and is the most common amino acid metabolism error found in newborns. Individuals affected with PKU are incapable of metabolizing the amino acid, phenylalanine...
    Resource Type:
    Masters Thesis
    Full Text:
    Elain Fu Abstract Phenylketonuria (PKU) is a genetic inborn metabolic disorder which inhibits

  • Signal Enhancement in Lateral Flow Tests for Infant HIV Diagnosis

    Creator:
    Rodriguez, Michael A.
    Abstract:
    Paper-based assays for HIV diagnosis are cheap, portable, and require little to no skilled training, electricity, or expensive equipment to perform successfully. However, there is a need for tests with lower limits of detection (LOD) for diagnosing infection at the earliest stages. Effective labeling to increase signal-to-noise ratio is critical...
    Resource Type:
    Masters Thesis
    Full Text:
    : Elain Fu Paper-based assays for HIV diagnosis are cheap, portable, and require little to no

  • Estimation of integer-valued parameters

    Creator:
    Chiang, Hung-Fu
    Abstract:
    This thesis is a study of the problem of calculating the least-squares estimates of the parameters in a linear regression model when the parameter space is restricted to integer points within a given polyhedron. General observations are made about estimation of integer-valued parameters, and an integer-quadratic programming algorithm is given...
    Resource Type:
    Masters Thesis
    Full Text:
    THE THESIS OF HUNG -FU CHIANG for the M. S. in Statistics (Name) (Degree) (Major) Date thesis is

  • Minimizing input logic for a sequential network

    Creator:
    Peng, Te-fu
    Abstract:
    A complete procedure of minimizing input logic in designing both completely and incompletely specified synchronous, finite state sequential networks is presented in detail. This procedure consists of three important steps: 1) state simplification, 2) state assignment and 3) input logic realization. Two new ideas are presented in the procedure of...
    Resource Type:
    Masters Thesis
    Full Text:
    ABSTRACT OF THE THESIS OF TE -FU PENG for the M.S. in ELECTRICAL ENGINEERING (Name) (Degree) (Major

  • The effect of bud self pollination, open flower self pollination, and cross pollination on the field characteristics of broccoli progenies

    Creator:
    Yin, Yun-Fu
    Abstract:
    To determine the effect of bud pollination, compared to pollination of open flowers and crossing, on field characteristics of broccoli progenies, an experiment was conducted in 1974 and 1975 at Corvallis, Oregon. Single plants of 55 broccoli lines were pollinated, using four methods, i.e. bud pollination (BP), open flower pollination...
    Resource Type:
    Masters Thesis
    Full Text:
    AN ABSTRACT OF THE THESIS OF Yun-Fu Yin for the degree of

  • Impact of Pre-fermentation Cold Soak Conditions on Pinot Noir Wine Quality

    Creator:
    Fu, Mengying
    Abstract:
    Wine volatile composition is one of the most important components of wine quality, and it is greatly affected by multiple factors, including grape variety, viticultural practices, and winemaking procedures. Pre-fermentation cold soak is one of the winemaking techniques widely undertaken by winemakers to modify their red wine quality. Imposing a...
    Resource Type:
    Masters Thesis
    Full Text:
    THE THESIS OF Mengying Fu for the degree of Master of Science in Food Science and Technology

  • Autogenous deformation and chemical shrinkage of high performance cementitious systems

    Creator:
    Fu, Tengfei
    Abstract:
    In the past ten years, renewed research interest has shown the benefits of internal curing by incorporating saturated lightweight fine aggregate (LWFA) in high performance concrete (HPC). As a result, the technology of internal curing has steadily progressed from laboratory studies to field applications. To determine the optimum LWFA content,...
    Resource Type:
    Masters Thesis
    Full Text:
    AN ABSTRACT OF THE THESIS OF Tengfei Fu for the degree of Master of Science in Civil Engineering