Differences

This shows you the differences between two versions of the page.

--- seminars:stat:210429 [2021/04/23 12:21] – created qyu
+++ seminars:stat:210429 [2021/04/23 12:22] (current) – qyu
@@ Line 1: / Line 1: @@
+<WRAP centeralign>##Statistics Seminar##\\ Department of Mathematical Sciences</WRAP>
+<WRAP 70% center>
+^  **DATE:**|Thursday, April 29, 2021 |
+^  **TIME:**|1:15pm -- 2:15pm |
+^  **LOCATION:**|Zoom meeting |
+^  **SPEAKER:**|Shaofei Zhao, Binghamton University |
+^  **TITLE:**|Convex Regularization for High-Dimensional Multi-Response Tensor Regression  |
+</WRAP>
+\\
+<WRAP center box 80%>
+<WRAP centeralign>**Abstract**</WRAP>
+of the paper by Garvesh Raskutti, Ming Yuan and Han Chen
+As the cost of generating data decreases, now we can get access to bigger
+data, both in size and in dimensions. We call arrays with more than 2
+dimensions tensors. In this seminar, we will firstly introduce the notation
+and concept of tensors, their calculation and decompositions. After that,
+we will focus on multi-response tensor regression, and consider a general
+convex optimization approach under low-dimensional structural assumptions.
+Finally we will present a numerical study.
+</WRAP>