WebI am Professor of Mathematics at the University of California, Irvine working in high-dimensional probability theory and its applications. I study probabilistic structures that appear across mathematics and data sciences, in particular random matrix theory, geometric functional analysis, convex and discrete geometry, high-dimensional … WebBooks: We won't follow a particular book and will provide lecture notes. The course is based on the following three books where the majority is taken from [1]: [1] Roman …
Lecture Notes-Monograph Series on JSTOR
WebThis area of probability deals with a variety of techniques (randomization, decoupling, generic chaining, measure concentration, exponential inequalities and series … WebIn addition the main textbooks, the following references may be useful.. Related courses and lecture notes. 18.657: High Dimensional Statistics MIT, Philippe Rigollet and Jan-Christian Hutter. APC 550: Probability in High Dimension, Princeton, Ramon van Handel. MATH 581: High Dimensional Probability and Statistical Learning, Washington, Dmitriy … fix wood flooring attach to concrete
Math 888: High-Dimensional Probability and Statistics
WebThe Institute of Mathematical Statistics Lecture Notes–Monograph Series was first published in 1981. The series covers a broad range of topics in probability an... Lecture Notes-Monograph Series ... High Dimensional Probability 2006 pp. i-viii+1-276 2006 (Vol. 50) Recent ... WebFor high-dimensional probability and statistics there are several good books, but they go much deeper than our lecture: Wainwritght: High-dimensional statistics; Vershynin: High-dimensional probability; Bühlmann, van de Geer: Statistics for High-dimensional data (this is from the more traditional statitics point of view) Online feedback form ... WebMath 626, Winter 2016. High dimensional probability. Math 626, Winter 2016. Instructor: Roman Vershynin. Office: 3064 East Hall. E-mail: romanv "at" umich "dot" edu. Class meets: Tu, Th 10:10 - 11:30 am in 3096 East Hall. Office hours: Tu, Th 1:30 - 3:00 pm in 3064 East Hall. Prerequisites: Graduate probability theory, undergraduate linear ... fix woodpecker holes in wood siding