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Scaling Optimal Transport for High dimensional Learning 04-May-2020 09:30 AM PDT - 04-May-2020 10:30 AM PDT

Showing 1 - 20 of 25 matches

Analysis of Gradient Descent on Wide Two-Layer ReLU Neural Networks Date: May 08, 2020 458 views • over 4 years ago
Mean field theory of neural networks: From stochastic gradient descent to Wasserstein gradient flows Date: May 08, 2020 226 views • over 4 years ago
Computing Wasserstein barycenters using gradient descent algorithms Date: May 04, 2020 222 views • over 4 years ago
Computing Wasserstein barycenters using gradient descent algorithms Date: May 04, 2020 222 views • over 4 years ago
A Machine Learning Framework for Solving High-Dimensional Mean Field Game and Mean Field Control Problems Date: May 05, 2020 152 views • over 4 years ago
A Machine Learning Framework for Solving High-Dimensional Mean Field Game and Mean Field Control Problems Date: May 05, 2020 152 views • over 4 years ago
Linear Unbalanced Optimal Transport Date: May 04, 2020 120 views • over 4 years ago
Linear Unbalanced Optimal Transport Date: May 04, 2020 120 views • over 4 years ago
Welcome Date: May 04, 2020 119 views • over 4 years ago
Learning with entropy-regularized optimal transport Date: May 08, 2020 109 views • over 4 years ago
Learning with entropy-regularized optimal transport Date: May 08, 2020 109 views • over 4 years ago
Kalman-Wasserstein Gradient Flows Date: May 05, 2020 95 views • over 4 years ago
Fusion with Optimal Transport Date: May 07, 2020 75 views • over 4 years ago
Fusion with Optimal Transport Date: May 07, 2020 75 views • over 4 years ago
From quantization of measures to weighted ultrafast diffusion equations Date: May 06, 2020 72 views • over 4 years ago
From quantization of measures to weighted ultrafast diffusion equations Date: May 06, 2020 72 views • over 4 years ago
A Deeper Understanding of the Quadratic Wasserstein Metric in Inverse Data Matching Date: May 05, 2020 56 views • over 4 years ago
Learning with Few Labeled Data Date: May 07, 2020 55 views • over 4 years ago
Nonlocal-interaction equations on graphs and gradient flows in nonlocal Wasserstein metric Date: May 08, 2020 55 views • over 4 years ago
From an ODE to accelerated stochastic gradient descent: convergence rate and empirical results Date: May 07, 2020 54 views • over 4 years ago