Distributional Robustness, Learning, and Empirical Likelihood

  Рет қаралды 6,678

Simons Institute

Simons Institute

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Пікірлер: 3
An Instability in Variational Methods for Learning Topic Models
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An Instability in Variational Methods for Learning Topic Models
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Рет қаралды 1,4 М.
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The Importance of Better Models in Stochastic Optimization...
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From Classical Statistics to Modern Machine Learning
49:47
From Classical Statistics to Modern Machine Learning
Simons Institute
Рет қаралды 7 М.
Phebe Vayanos, Robust Optimization & Sequential Decision-Making
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Phebe Vayanos, Robust Optimization & Sequential Decision-Making
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Daniel Kuhn: "Wasserstein Distributionally Robust Optimization: Theory and Applications in Machi..."
1:01:16
Daniel Kuhn: "Wasserstein Distributionally Robust Optimization: Theory and Applications in Machi..."
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Рет қаралды 3,4 М.
Robust Deep Learning Under Distribution Shift
50:19
Robust Deep Learning Under Distribution Shift
Simons Institute
Рет қаралды 8 М.
Mathematical Foundations of Robust and Distributionally Robust Optimization
1:03:51
Mathematical Foundations of Robust and Distributionally Robust Optimization
Centre de recherches mathématiques - CRM
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Towards Reliable Machine Learning via Distributional Robustness
56:08
Towards Reliable Machine Learning via Distributional Robustness
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Рет қаралды 2,9 М.
Daniel Kuhn: Data-driven and Distributionally Robust Optimization and Applications -- Part 2/2
1:39:18
Daniel Kuhn: Data-driven and Distributionally Robust Optimization and Applications -- Part 2/2
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Рет қаралды 9 М.
The Unreasonable Effectiveness of Spectral Graph Theory: A Confluence of Algorithms, Geometry & ...
56:25
The Unreasonable Effectiveness of Spectral Graph Theory: A Confluence of Algorithms, Geometry & ...
Simons Institute
Рет қаралды 46 М.
2019 TutORial: Wasserstein Distributionally Robust Optimization
1:22:06
2019 TutORial: Wasserstein Distributionally Robust Optimization
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Рет қаралды 6 М.
Natasha 2: Faster Non-convex Optimization Than SGD
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Natasha 2: Faster Non-convex Optimization Than SGD
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Рет қаралды 10 М.
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