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Tutorial
Mon 2:00 Theory and Algorithms for Forecasting Non-Stationary Time Series
Vitaly Kuznetsov · Mehryar Mohri
Tutorial
Mon 5:30 Generative Adversarial Networks
Ian Goodfellow
Tutorial
Sun 23:30 Crowdsourcing: Beyond Label Generation
Jennifer Wortman Vaughan
Tutorial
Mon 2:00 Nuts and Bolts of Building Applications using Deep Learning
Andrew Ng
Tutorial
Mon 2:00 Natural Language Processing for Computational Social Science
Cristian Danescu-Niculescu-Mizil · Lillian Lee
Tutorial
Sun 23:30 Variational Inference: Foundations and Modern Methods
David Blei · Shakir Mohamed · Rajesh Ranganath
Tutorial
Sun 23:30 Deep Reinforcement Learning Through Policy Optimization
Pieter Abbeel · John Schulman
Tutorial
Mon 5:30 ML Foundations and Methods for Precision Medicine and Healthcare
Suchi Saria · Peter Schulam
Tutorial
Mon 5:30 Large-Scale Optimization: Beyond Stochastic Gradient Descent and Convexity
Suvrit Sra · Francis Bach
Workshop
Fri 23:00 The Future of Gradient-Based Machine Learning Software
Alex Wiltschko · Zachary DeVito · Frederic Bastien · Pascal Lamblin
Workshop
Thu 23:00 Learning in High Dimensions with Structure
Nikhil Rao · Prateek Jain · Hsiang-Fu Yu · Ming Yuan · Francis Bach
Workshop
Fri 23:00 Learning with Tensors: Why Now and How?
Anima Anandkumar · Rong Ge · Yan Liu · Maximilian Nickel · Qi (Rose) Yu