Videos

Start date cannot be after end date.
The Effectiveness of Nonconvex Tensor Completion: Fast Convergence and Uncertainty Quantification Thumbnail

The Effectiveness of Nonconvex Tensor Completion: Fast Convergence and Uncertainty Quantification

Presenter
  • Yuxin Chen
May 19, 2021
IPAM
Asymptotics of Ranks of Tensors Thumbnail

Asymptotics of Ranks of Tensors

Presenter
  • Matthias Christandl
May 19, 2021
IPAM
Efficient Tensor Representation for Deep Learning with TensorLy and PyTorch Thumbnail

Efficient Tensor Representation for Deep Learning with TensorLy and PyTorch

Presenter
  • Jean Kossaifi
May 19, 2021
IPAM
Landscape Analysis for Overcomplete Tensor and Neural Collapse Thumbnail

Landscape Analysis for Overcomplete Tensor and Neural Collapse

Presenter
  • Qing Qu
May 18, 2021
IPAM
Implicit and Explicit Regularization in Deep Neural Networks Thumbnail

Implicit and Explicit Regularization in Deep Neural Networks

Presenter
  • Babak Hassibi
May 18, 2021
IPAM
Understanding, Interpreting and Design Neural Network Models Through Tensor Representations Thumbnail

Understanding, Interpreting and Design Neural Network Models Through Tensor Representations

Presenter
  • Furong Huang
May 18, 2021
IPAM
Complexity of Computation of Tensor Rank and Best Rank One Approximation Thumbnail

Complexity of Computation of Tensor Rank and Best Rank One Approximation

Presenter
  • Shmuel Friedland
May 18, 2021
IPAM
On the Dimension of Tensor Network Varieties Thumbnail

On the Dimension of Tensor Network Varieties

Presenter
  • Alessandra Bernardi
May 18, 2021
IPAM
Maximum Likelihood Estimation for Tensor Normal Models Thumbnail

Maximum Likelihood Estimation for Tensor Normal Models

Presenter
  • Visu Makam
May 17, 2021
IPAM
Minrank: On the Complexity of Orbit Closures Thumbnail

Minrank: On the Complexity of Orbit Closures

Presenter
  • Christian Ikenmeyer
May 17, 2021
IPAM
Principal Components along Quiver Representations Thumbnail

Principal Components along Quiver Representations

Presenter
  • Anna Seigal
May 17, 2021
IPAM
Smoothed Analysis for Tensor Decompositions and Unsupervised Learning Thumbnail

Smoothed Analysis for Tensor Decompositions and Unsupervised Learning

Presenter
  • Aravindan Vijayaraghavan
May 6, 2021
IPAM