Spectrum of large random inner-product kernel matrices generated from lp ellipsoids
Sign Up to like & getrecommendations! Published in 2019 at "Communications in Statistics - Theory and Methods"
DOI: 10.1080/03610926.2019.1604962
Abstract: Abstract In this note, we study the n × n random kernel matrix whose entry is of form for some real function f and the xi’s are i.i.d. random vectors generated from lp ellipsoid or its surface… read more here.
Keywords: random inner; inner product; spectrum large; kernel matrices ... See more keywords
The Laplacian Spectrum of Large Graphs Sampled From Graphons
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Network Science and Engineering"
DOI: 10.1109/tnse.2021.3069675
Abstract: This paper studies the Laplacian spectrum and the average effective resistance of (large) graphs that are sampled from graphons. Broadly speaking, our main finding is that the Laplacian eigenvalues of a large dense graph can… read more here.
Keywords: large graphs; sampled graphons; spectrum large; graphs sampled ... See more keywords