Search alternatives:
"statistical learning theory" » "statistical sampling theory" (Expand Search), "statistical learning theories" (Expand Search), "statistical reasoning theory" (Expand Search), "statistical sharing theory" (Expand Search)
"statistical modeling theory" » "statistical modelling theory" (Expand Search), "statistical models theory" (Expand Search), "statistical sampling theory" (Expand Search), "statistical model theory" (Expand Search), "statistical coding theory" (Expand Search), "statistical modeling short" (Expand Search)
"statistical learning theory" » "statistical sampling theory" (Expand Search), "statistical learning theories" (Expand Search), "statistical reasoning theory" (Expand Search), "statistical sharing theory" (Expand Search)
"statistical modeling theory" » "statistical modelling theory" (Expand Search), "statistical models theory" (Expand Search), "statistical sampling theory" (Expand Search), "statistical model theory" (Expand Search), "statistical coding theory" (Expand Search), "statistical modeling short" (Expand Search)
-
1
Mathematical foundation of data science
Published 2020“…Later, the method of chaining and the combinatorial reasoning based on the VC dimensionenables us to bound the subgaussian-incremented processes and random quadratic form, extending two applications about empirical processes and statistical learning theory. The last bulk of thebook commenced with a remarkably useful uniform deviation inequality for random matrices andrandom projections, whose consequences embrace several recoveries of the results proved earlierby different methods and two innovated results - M bound and the Escape theorem. …”
Get full text
Final Year Project (FYP)