research
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07/14/2020
Global Convergence of Second-order Dynamics in Two-layer Neural Networks
Recent results have shown that for two-layer fully connected neural netw...
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03/31/2020
Reflected Schrödinger Bridge: Density Control with Path Constraints
How to steer a given joint state probability density function to another...
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08/04/2019
Hopfield Neural Network Flow: A Geometric Viewpoint
We provide gradient flow interpretations for the continuous-time continu...
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08/01/2019