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High Probability Bounds for Stochastic Continuous Submodular Maximization
Evan Becker, Jingdong Gao, Ted Zadouri, Baharan Mirzasoleiman
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Conditioned Spatial Downscaling of Climate Variables
Global Climate Models (GCM) play a vital role in assessing the large-scale impacts of climate change. Downscaling methods can translate …
Alex Hung, Evan W. Becker, Ted Zadouri, Aditya Grover
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Instability and Local Minima in GAN Training with Kernel Discriminators
Generative Adversarial Networks (GANs) are a widely-used tool for generative modeling of complex data. Despite their empirical success, …
Evan W. Becker, Parthe Pandit, Sundeep Rangan, Alyson Fletcher
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