Seminars
Past Seminars
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Big Data, Very Big Computers, and the Endless Pursuit for an Honest Weather Prediction System.Jonathan PoterjoyAssistant Professor, UMD |
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Deep Neural Language Models with Intrinsic and External StructuresChenyan XiongSenior Researcher, MRS AI |
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Age of Information in Random Access Channels: Distributed Algorithms for Stochastic ArrivalsShirin Saeedi BidokhtiAssistant Professor, Department of Electrical and Systems Engineering, University of Pennsylvania |
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Taming Latent Factor Models for ExplainabilityHongning WangAssistant Professor, Department of Computer Science, University of Virginia |
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Developing Active Optimization Workflows and Structure/Property Relationships for Inorganic Surface Design in CatalysisZachary UlissiCarnegie Mellon University |
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Predictably Unequal? The Effects of Machine Learning on Credit MarketsPaul Goldsmith-PinkhamAssistant Professor of Finance, Yale School of Management |
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From Machine Learning to Machine ReasoningYongfeng ZhangAssistant Professor, Rutgers University |
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Translating Biomechanics Research into Products that Improve Human HealthScott DelpProfessor, Bioengineering and Mechanical Engineering, Stanford University |
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A Generalized Framework of Sequence GenerationKyunghyun ChoAssociate Professor, New York University |
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Massive-scale AnalyticsDavid BaderDistinguished Professor, Department of Computer Science, New Jersey Institute of Technology |
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Information Theory, Robust Uncertainty Quantification and Predictive Guarantees.Markos KatsoulakisMathematics & Statistics, UMass Amherst |
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Epigenetic Mechanisms of Cellular Heterogeneity in Gene ExpressionKeji ZhaoSenior Investigator, Systems Biology Center, National Heart, Lung and Blood Institute, National Institutes of Health |
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A data-science approach to simulating global spatiotemporal urban land expansion patterns throughout the 21st centuryJing GaoAssistant Professor, Department of Geography and the Data Science Institute, University of Delaware |
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Research Software Engineering (RSE) at Princeton UniversityIan CosdenManager of HPC Software Engineering and Performance Tuning in the Research Computing Department at Princeton University |
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Efficiency of Incorporating Retesting Outcomes for Estimation of Disease PrevalenceAiyi LiuSenior Investigator and Acting Chief, Biostatistics & Bioinformatics Branch NICHD, National Institute of Health (NIH) |
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The LSST 10-year survey of the southern sky: what it will produce and how our department can use itFederica BiancoUD Data Science Institute Resident Faculty |
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Applications of Deep Learning in HealthcareHaider AliAssistant Research Professor |
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Beyond Watson: Towards Machine as a True Thought PartnerJennifer Chu-CarrollSenior Research Scientist, Elemental Cognition |
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Urban Mining towards Environmental and Resource SustainabilityXianlai ZengAssociate Professor at Tsinghua University and Fulbright Scholar at Yale University |
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Interpretable AIDimitri BertsimasProfessor, Operations Research, Massachusetts Institue of Technology |
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The Power of Many: Abstractions Adaptivity and ApplicationsShantenu JhaAssociate Professor, Rutgers University |
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Neural Circuits and Computations for Attentional SelectionShreesh MysoreAssistant Professor,Psychological & Brain Sciences, and Neuroscience, Johns Hopkins University |
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Cross-Sectional and Time-Series Applications of Machine Learning MethodsDr. Alberto RossiAssociate Professor of Finance |
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Large-scale Optimization for Machine LearningAryan MokhtariPostdoctoral Associate |
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Modern “Non”-Optimization for Data ScienceYing CuiResearch Associate, University of Southern California |
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Optimal Transport and Topology in Data ScienceTom NeedhamRoss Assistant Professor |
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Finite Time Analysis of Vector Autoregressive
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Sparse Fourier Transforms, Generalizations, and ExtensionsMark IwenAssistant Professor, Department of Mathematics |
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Data-driven Modeling and Analysis in BiophysicsIoannis SgouralisCenter for Biological Physics |
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Data Science Applications in Aeroecology:
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Supporting patient centered care through big data analyticsQing ZengDirector, Biomedical Informatics Center, Professor Clinical Research and Leadership, |