Fields- Workshop on Big Data and Statistical Machine Learning
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Title: Welcome
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Title: Exploring alternatives to Boltzmann machine
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Title: Learning to explore
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Title: Structure massive data by graph connection Laplacian and its application
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Title: Scaling up natural gradient by factorizing Fisher information
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Title: The infinite genome project: Using statistical induction to understand the genome and improve human health
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Title: Mondrian Forests: Efficient Online Random Forests
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Title: The Battle Against the Long Tail
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Title: Learning Rich But Fair Representations
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Title: Profile Predictive Inference
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Title: Oracle Variational Inference
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Title: Raising the Reliability of Estimates of Generative Performance of MRFs
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Title: Practical kernel-based reinforcement learning
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Title: Thoughts on Interpretable Machine Learning
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Title: Learning to Randomize and Remember in Partially-Observed Environments
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Title: Deep Learning meets Structured Prediction
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