Slide 1Concurrency Control for Machine Learning Joseph E. Gonzalez Post-doc, UC Berkeley AMPLab [email protected] In Collaboration with Xinghao Pan, Stefanie Jegelka,…

Slide 1Xiaolong Wang and Daniel Khashabi UIUC, 2013 Indian Buffet Process Slide 2 Contents Mixture Model Finite mixture Infinite mixture Matrix Feature Model Finite features…

Slide 1 Svetha Venkatesh Curtin University, Australia Surviving the Data Deluge: Scalable feature extraction, discrimination and analysis ⦠2 1 2 3 3 ⦠with Dinh Phung…

Slide 1 Svetha Venkatesh Curtin University, Australia Surviving the Data Deluge: Scalable feature extraction, discrimination and analysis ⦠2 1 2 3 3 ⦠with Dinh Phung…

Optimization Approaches to Dynamic Routing of Measurements and Models in a Sensor Network Object Tracking Problem MAD-Bayes: MAP-based Asymptotic Derivations from Bayes Michael…

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Emerging Systems for Large-Scale Machine Learning Concurrency Control for Scalable Bayesian Inference Joseph E. Gonzalez Postdoc, UC Berkeley AMPLab Co-founder, GraphLab…