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Novel tensor framework for model reduction and neural networks
Presenter
- Shashanka Ubaru
March 23, 2020
ICERM
Euclidean Neural Networks* for Emulating Ab Initio Calculations and Generating Atomic Geometries *also called Tensor Field Networks and 3D Steerable CNNs
Presenter
- Tess Smidt
September 27, 2019
IPAM
Community Detection on Mixture Multi-layer Networks via Regularized Tensor Decomposition
Presenter
- Dong Xia
May 21, 2021
IPAM
Tensorial Neural Networks - Generalization of Neural Networks and Application to Model Compression
Presenter
- Furong Huang
February 22, 2019
ICERM
Tensor-train decomposition and its applications in machine learning
Presenter
- Ivan Oseledets
April 21, 2021
IPAM
Understanding, Interpreting and Design Neural Network Models Through Tensor Representations
Presenter
- Furong Huang
May 18, 2021
IPAM
Implicit Regularization in Deep Learning: Lessons Learned from Matrix and Tensor Factorization
Presenter
- Nadav Cohen
March 31, 2021
IPAM
Imaging Translational Water Diffusion with Magnetic Resonance for Fiber Mapping in the Central Nervous System
Presenter
- Thomas Mareci
January 10, 2006
IMA
Efficient Tensor Representation for Deep Learning with TensorLy and PyTorch
Presenter
- Jean Kossaifi
May 19, 2021
IPAM
