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The Magic Behind Generative Adversarial Networks (GANs)Imagine an AI system that can create completely new faces that don’t belong to any real person, design entire fashion collections, generate realistic medical images, or even simulate financial transactions to test fraud detection systems. This isn’t science fiction, it’s the power of Generative Adversarial Networks (GANs), one of the most fascinating breakthroughs in artificial intelligence and deep learning.What Are GANs?A Generative Advers
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Microsoft researchers and collaborators created a method to overcome unobserved confounding when estimating causal relationships from non-experimental data. Learn how ideas from instrumental variable estimation and adversarial learning helped to do so: https://aka.ms/AAagtub | Microsoft Research
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