Fields- Opening Conference and Boot Camp on Big Data
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Title: Big Data: It's Not the Data
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Title: Machine learning and crowdsourcing
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Title: An overview of Statistical Learning
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Title: The Role of Modern Social Media Data in Surveillance and Prediction of Infectious Diseases: from Time Series to Networks
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Title: Bayes and Big Data: The Consensus Monte Carlo Algorithm
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Title: Generalizing Principal Components Analysis
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Title: Randomized Matrix Computations in the Big Data World
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Title: Differential Geometric Simulation Methods for Uncertainty Quantification in Large Scale PDE Systems
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Title: Testing and Confidence Intervals for High Dimensional Proportional Hazards Model
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Title: Big Data Analysis: The Universe is not Sparse
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Title: Inference after LASSO -- limits and limitations
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Title: Wildfire and Forest Disease Prediction to Inform Forest Management: Statistical Science Challenges
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Title: Exploratory data analysis, visualization and modelling methods for large data in forest fire science
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Title: Reconstructing Past Temperatures using Short- and Long-memory Models
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Title: Statistics meets optimization: Rigorous guarantees for solving nonconvex programs
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Title: Guaranteed Non-Convex Optimization for Big Data
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Title: Clique and Biclique: An example of using convex optimization for data mining
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Title: Information Visualization: Making Data Accessible
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