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ChemoVerse: Manifold traversal of latent spaces for novel molecule discovery
For evaluating the manifold traversal exploration, we produce the latent chemical space using various generative models such as grammar variational autoencoders (with and without attention) as they deal with the randomized generation and validity of compounds.
NextGen AML: Distributed Deep Learning based Language Technologies to Augment Anti Money Laundering Investigation
Most of the current anti money laundering (AML) systems, using handcrafted rules, are heavily reliant on existing structured databases, which are not capable of effectively and efficiently identifying hidden and complex ML activities, especially those with dynamic and time-varying characteristics, resulting in a high percentage of false positives.
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