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The overarching goal of Prof.
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Most existing learning algorithms can be categorized into supervised, semi-supervised, an
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In this talk, I will talk about recent topics in generative modeling.
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In essence, science is about discovering regularities in Nature.
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An ontology is an explicit specification of a conceptualization of a domain.
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RNAs need to form specific secondary structures for their functions.
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Protein-protein interactions drive many important biological events such as infection, re
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Quantitative structure-property relationships (QSPRs) using machine learning tools to rel
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In this talk, I will introduce our recent progress on how deep learning models inspired u
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In safety-critical application domains, it is crucial to assess the attackability of the
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We propose a new optimization formulation for training federated learning models.
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Recent research showed that most of the existing machine learning algorithms are vulnerab
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A key to causal inference with observational data is achieving balance in predictive feat
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Artificial Intelligence (AI) is a top subject in the expectations about emerging problem-
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Even though CNNs achieve great success in performing complex intelligence tasks, this ach
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When there are a lot of training data, or the deep neural network is too large, parallel
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Scaling deep learning to a large cluster of workers is challenging due to high communicat
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The Red Sea Development Company (TRSDC), one of Saudi’s premiere GigaProjects, aims to de
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In this talk, I will present our progress in controlling fish feeding and monitoring wate
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The challenges experienced by the oil and gas sector over the past decade have been a dri
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With the advent of increasingly intelligent algorithms, robots and other cyber-physical s
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KAUST is a living lab for future mobility and transportation innovations such as autonomo
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There is a fair amount of hope, if not hype, to the extent that computational techniques,
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Breast cancer is the leading cause of cancer-related death in women worldwide.
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Data collection, storage and management has been always the cornerstone of any successful