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Nikolay Malkin
Nikolay Malkin

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Nikolay Malkin is a specialist in algorithms for deep-learning-based reasoning, with a focus on generative models and their applications in natural language processing and computer vision. His work aims to advance the capabilities of artificial intelligence through improved inference procedures and symbolic reasoning techniques, with particular attention to uncertainty-aware explanations and AI for remote sensing. He is dedicated to exploring the intersection of machine learning, generative models, and Bayesian neurosymbolic methods.