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Transdisciplinary Research Institute for Advancing Data Science
Transdisciplinary Research Institute for Advancing Data Science
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Chen, Yuxin
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Schmidt-Hieber, Johannes
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van de Geer, Sara
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Chau, Duen Horng
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Transdisciplinary Research Institute for Advancing Data Science
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Lecture 5: Inference and Uncertainty Quantification for Noise Matrix Completion
(
2019-09-05
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Chen, Yuxin
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Lecture 4: Spectral Methods Meets Asymmetry: Two Recent Stories
(
2019-09-04
)
Chen, Yuxin
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Lecture 3: Projected Power Method: An Efficient Algorithm for Joint Discrete Assignment
(
2019-09-03
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Chen, Yuxin
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Lecture 2: Random initialization and implicit regularization in nonconvex statistical estimation
(
2019-08-29
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Chen, Yuxin
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Lecture 1: The power of nonconvex optimization in solving random quadratic systems of equations
(
2019-08-28
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Chen, Yuxin
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Visual Data Analytics: A Short Tutorial
(
2019-08-08
)
Chau, Duen Horng
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Lecture 5: Mathematics for Deep Neural Networks: Energy landscape and open problems
(
2019-03-18
)
Schmidt-Hieber, Johannes
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Lecture 4: Mathematics for Deep Neural Networks: Statistical theory for deep ReLU networks
(
2019-03-15
)
Schmidt-Hieber, Johannes
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Lecture 3: Mathematics for Deep Neural Networks: Advantages of Additional Layers
(
2019-03-13
)
Schmidt-Hieber, Johannes
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Lecture 2: Mathematics for Deep Neural Networks: Theory for shallow networks
(
2019-03-08
)
Schmidt-Hieber, Johannes
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