Using Low Rank Tensor Formats

Media Summary: In this talk, I will describe results from our recent investigation of several common approaches to Recent years have witnessed an increased cross-fertilisation between the fields of statistics and computer science. In the era of ... WEB: This lecture focuses on the generalization of matrix decompositions ...

Using Low Rank Tensor Formats - Detailed Analysis & Overview

In this talk, I will describe results from our recent investigation of several common approaches to Recent years have witnessed an increased cross-fertilisation between the fields of statistics and computer science. In the era of ... WEB: This lecture focuses on the generalization of matrix decompositions ... David Woodruff, Carnegie Mellon University Mathematical and ... You can visit the Workshop's webpage here: . Recorded 07 November 2023. Paul Cazeaux of Virginia Polytechnic Institute and State University presents "Randomized ...

Jan Draisma, Technische Universiteit Eindhoven

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Using low-rank tensor formats to enable computations of... - Simon Pfahler - Poster - ISMB/ECCB 2023

Lars Grasedyck: "Multigrid in Hierarchical Low Rank Tensor Formats"

Ming Yuan: "Low rank tensor completion"

Madeleine Udell: "Low Rank Tucker Approximation of a Tensor from Streaming Data"

Fast and optimal low-rank tensor regression via importance - Garvesh Raskutti, UW-Madison

Low rank tensor network approximation algorithms for quantum simulations -- Linjian Ma

Talk by Christian Lubich (University of Tuebingen)

Applied Linear Algebra: Tensor Decompositions

Relative Error Tensor Low Rank Approximation

invited 2: Low Rank Tensor Completion and its Applications - Michael Ng

Tensor Decompositions: A Quick Tour of Illustrative Applications

Paul Cazeaux - Randomized Algorithms for Rounding and Rank Compression in the Tensor Train Format

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Using low-rank tensor formats to enable computations of... - Simon Pfahler - Poster - ISMB/ECCB 2023

Using low-rank tensor formats to enable computations of... - Simon Pfahler - Poster - ISMB/ECCB 2023

Using low-rank tensor formats

Lars Grasedyck: "Multigrid in Hierarchical Low Rank Tensor Formats"

Lars Grasedyck: "Multigrid in Hierarchical Low Rank Tensor Formats"

Tensor

Ming Yuan: "Low rank tensor completion"

Ming Yuan: "Low rank tensor completion"

In this talk, I will describe results from our recent investigation of several common approaches to

Madeleine Udell: "Low Rank Tucker Approximation of a Tensor from Streaming Data"

Madeleine Udell: "Low Rank Tucker Approximation of a Tensor from Streaming Data"

Tensor

Fast and optimal low-rank tensor regression via importance - Garvesh Raskutti, UW-Madison

Fast and optimal low-rank tensor regression via importance - Garvesh Raskutti, UW-Madison

Recent years have witnessed an increased cross-fertilisation between the fields of statistics and computer science. In the era of ...

Low rank tensor network approximation algorithms for quantum simulations -- Linjian Ma

Low rank tensor network approximation algorithms for quantum simulations -- Linjian Ma

Low

Talk by Christian Lubich (University of Tuebingen)

Talk by Christian Lubich (University of Tuebingen)

Dynamical

Applied Linear Algebra: Tensor Decompositions

Applied Linear Algebra: Tensor Decompositions

WEB: https://faculty.washington.edu/kutz/am584/am584.html This lecture focuses on the generalization of matrix decompositions ...

Relative Error Tensor Low Rank Approximation

Relative Error Tensor Low Rank Approximation

David Woodruff, Carnegie Mellon University https://simons.berkeley.edu/talks/david-woodruff-5-4-18 Mathematical and ...

invited 2: Low Rank Tensor Completion and its Applications - Michael Ng

invited 2: Low Rank Tensor Completion and its Applications - Michael Ng

You can visit the Workshop's webpage here: https://tensorworkshop.github.io/2020/ .

Tensor Decompositions: A Quick Tour of Illustrative Applications

Tensor Decompositions: A Quick Tour of Illustrative Applications

Tensor

Paul Cazeaux - Randomized Algorithms for Rounding and Rank Compression in the Tensor Train Format

Paul Cazeaux - Randomized Algorithms for Rounding and Rank Compression in the Tensor Train Format

Recorded 07 November 2023. Paul Cazeaux of Virginia Polytechnic Institute and State University presents "Randomized ...

The Average Number of Critical Rank-One Approximations to a Tensor

The Average Number of Critical Rank-One Approximations to a Tensor

Jan Draisma, Technische Universiteit Eindhoven