Global ETD Search

Aspects of kernel based learning algorithms

Guo, Ying2001

aus-cath Repository record for Aspects of kernel based learning algorithms (opens in a new tab)

Aspects of kernel based learning algorithms

Guo, Ying2001

anu Repository record for Aspects of kernel based learning algorithms (opens in a new tab)

Scalable learning for geostatistics and speaker recognition

Srinivasan, Balaji Vasan2011

… recognition in particular. Initially we focus on kernel based learning methods and develop a GPU based parallel framework for this class of problems. An improved numerical algorithm that utilizes the GPU parallelization to further enhance the computational performance of kernel regression is …

maryland Repository record for Scalable learning for geostatistics and speaker recognition (opens in a new tab)

Quantum Algorithms for Matrix Problems and Machine Learning

Subramanian, SathyawageeswarUniversity of Cambridge2020

… leading us to some problems of machine learning. In Chapter 4 we investigate kernel based learning methods using random features. We work with the QRAM input model suitable for big data, and show how matrix functions and the quantum Fourier transform can be used to devise a quantum …

cambridge Repository record for Quantum Algorithms for Matrix Problems and Machine Learning (opens in a new tab)

Designing Reactive Power Control Rules for Smart Inverters using Machine Learning

Garg, AditieVirginia Tech2018

… enhanced grid services. This thesis uses machine learning tools and poses reactive power control as a kernel-based regression task to learn policies and evaluate the reactive power injections in real-time. This novel approach performs inverter coordination through non-linear control policies …

vt Repository record for Designing Reactive Power Control Rules for Smart Inverters using Machine Learning (opens in a new tab)