Statistical Learning
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One-Line-of-Code Data Mollification Improves Optimization of Likelihood-based Generative Models
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However, this is not true in practice.
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Outlier-RobustSparseEstimation viaNon-ConvexOptimization
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This progress has led to a revival of robust statistics from an algorithmic perspective (see, e.g., [DK19, DKK+21] for surveys on the topic).
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