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10/04/2019
Nonasymptotic estimates for Stochastic Gradient Langevin Dynamics under local conditions in nonconvex optimization
Within the context of empirical risk minimization, see Raginsky, Rakhlin...
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07/19/2018
Can We Assess Mental Health through Social Media and Smart Devices? Addressing Bias in Methodology and Evaluation
Predicting mental health from smartphone and social media data on a long...
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05/24/2018
Log Gaussian Cox Process Networks
We generalize the log Gaussian Cox process (LGCP) framework to model mul...
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04/04/2018