Scientometrics via low-rank approximation and completion

Markovsky, I. (Speaker)

Activity: Talk or presentationTalk at an external academic organisation

Description

Higher-order tensor methods are intensively studied in many disciplines nowadays. The developments gradually allow us to move from classical vector and matrix based methods in applied mathematics and mathematical engineering to methods that involve tensors of arbitrary order. This step from linear transformations, quadratic and bilinear forms to polynomials and multilinear forms is relevant for the most diverse applications. Furthermore, tensor methods have firm roots in multilinear algebra, algebraic geometry, numerical mathematics and optimization. This workshop will bring together researchers investigating tensor decompositions and their applications. It will feature a series of invited talks by leading experts and contributed presentations on specific problems. It will be preceded by a two-day winter school on tensor methods. TDA 2016 (January 18th - 22th) is held in cooperation with the Society for Industrial and Applied Mathematics (SIAM) and has been endorsed by the International Linear Algebra Society (ILAS). Part of the workshop is supported by the ERC Advanced Grant BioTensors.
Period18 Jan 201622 Jan 2016
Event titleTDA Workshop on Tensor Decompositions and Applications
Event typeWorkshop
LocationLeuven, Belgium