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Learning Deep Matrix Factorizations Via Gradient Descent: Implicit Bias Towards Low Rank
Presenter
- Holger Rauhut
May 21, 2021
IPAM
Predicting Many Properties of a Quantum System From Very Few Measurements
Presenter
- Richard Kueng
May 21, 2021
IPAM
Community Detection on Mixture Multi-layer Networks via Regularized Tensor Decomposition
Presenter
- Dong Xia
May 21, 2021
IPAM
Towards a Theory of Non-commutative Optimization: Geodesic First and Second Order Methods for Moment Maps and Polytopes
Presenter
- Peter Bürgisser
May 20, 2021
IPAM
Multiresolution Tensor Learning for Efficient and Interpretable Spatial Analysis
Presenter
- Rose Yu
May 19, 2021
IPAM
The Effectiveness of Nonconvex Tensor Completion: Fast Convergence and Uncertainty Quantification
Presenter
- Yuxin Chen
May 19, 2021
IPAM
Efficient Tensor Representation for Deep Learning with TensorLy and PyTorch
Presenter
- Jean Kossaifi
May 19, 2021
IPAM