Subject: Gaussian processes | Search Results | Academic Commons

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1. Resource-Efficient Methods in Machine Learning

: Vodrahalli, Kiran Nagesh
: 2022
: Theses
: Computer scienceNeural networks (Computer science)Machine learningGaussian processesHermite polynomials

2. Event History Analysis in Multivariate Longitudinal Data

: Yuan, Chaoyu
: 2021
: Theses
: StatisticsBayesian statistical decision theoryMarkov processesGaussian processesMedical statisticsMyocardial infarctionLongitudinal studies

3. High-dimensional Asymptotics for Phase Retrieval with Structured Sensing Matrices

: Dudeja, Rishabh
: 2021
: Theses
: StatisticsGaussian processesMatricesIterative methods (Mathematics)

4. On the Construction of Minimax Optimal Nonparametric Tests with Kernel Embedding Methods

: Li, Tong
: 2021
: Theses
: StatisticsGaussian processesNonparametric statistics

5. Exact simulation algorithms with applications in queueing theory and extreme value analysis

: Liu, Zhipeng
: 2020
: Theses
: Operations researchStatisticsIndustrial engineeringQueuing theoryAlgorithmsMonte Carlo methodGaussian processesSimulation methods