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Does Momentum Help? A Sample Complexity Analysis
Stochastic Heavy Ball (SHB) and Nesterov's Accelerated Stochastic Gradient (ASG) are popular momentum methods in stochastic optimization.
Augmenting Molecular Images with Vector Representations as a Featurization Technique for Drug Classification
One of the key steps in building deep learning systems for drug classification and generation is the choice of featurization for the molecules.
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