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10/08/2021
Nonconvex-Nonconcave Min-Max Optimization with a Small Maximization Domain
We study the problem of finding approximate first-order stationary point...
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06/10/2021
A Decentralized Adaptive Momentum Method for Solving a Class of Min-Max Optimization Problems
Min-max saddle point games have recently been intensely studied, due to ...
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05/12/2021
Efficient Algorithms for Estimating the Parameters of Mixed Linear Regression Models
Mixed linear regression (MLR) model is among the most exemplary statisti...
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04/26/2021
Solving a class of non-convex min-max games using adaptive momentum methods
Adaptive momentum methods have recently attracted a lot of attention for...
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03/18/2020
Solving Non-Convex Non-Differentiable Min-Max Games using Proximal Gradient Method
Min-max saddle point games appear in a wide range of applications in mac...
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04/22/2019
Training generative networks using random discriminators
In recent years, Generative Adversarial Networks (GANs) have drawn a lot...
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10/22/2018
A Method for Robust Online Classification using Dictionary Learning: Development and Assessment for Monitoring Manual Material Handling Activities Using Wearable Sensors
Classification methods based on sparse estimation have drawn much attent...
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09/24/2018
