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Workshop
Sat 16:00 Generative Adversarial Imitation Learning, Stefano Ermon, Stanford
Stefano Ermon
Workshop
Sat 9:00 Machine Learning for Self-Driving Cars, Raquel Urtasun, Uber ATG and University of Toronto
Raquel Urtasun
Tutorial
Mon 8:00 Reinforcement Learning with People
Emma Brunskill
Workshop
Sat 9:05 Computational modeling of human face processing
Angela Yu
Tutorial
Mon 14:30 Geometric Deep Learning on Graphs and Manifolds
Michael Bronstein · Joan Bruna · arthur szlam · Xavier Bresson · Yann LeCun
Tutorial
Mon 10:45 Fairness in Machine Learning
Solon Barocas · Moritz Hardt
Tutorial
Mon 14:30 Engineering and Reverse-Engineering Intelligence Using Probabilistic Programs, Program Induction, and Deep Learning
Josh Tenenbaum · Vikash Mansinghka
Tutorial
Mon 14:30 Differentially Private Machine Learning: Theory, Algorithms and Applications
Kamalika Chaudhuri · Anand D Sarwate
Tutorial
Mon 8:00 Deep Learning: Practice and Trends
Nando de Freitas · Scott Reed · Oriol Vinyals
Poster
Mon 18:30 Learning with Feature Evolvable Streams
Bo-Jian Hou · Lijun Zhang · Zhi-Hua Zhou
Poster
Mon 18:30 Reconstruct & Crush Network
Erinc Merdivan · Mohammad Reza Loghmani · Matthieu Geist
Poster
Mon 18:30 Flexpoint: An Adaptive Numerical Format for Efficient Training of Deep Neural Networks
Urs Köster · Tristan Webb · Xin Wang · Marcel Nassar · Arjun K Bansal · William Constable · Oguz Elibol · Stewart Hall · Luke Hornof · Amir Khosrowshahi · Carey Kloss · Ruby J Pai · Naveen Rao