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8 Results
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Poster
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Thu 7:45 |
Automatic differentiation in ML: Where we are and where we should be going Bart van Merriënboer · Olivier Breuleux · Arnaud Bergeron · Pascal Lamblin |
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Poster
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Thu 7:45 |
Autoconj: Recognizing and Exploiting Conjugacy Without a Domain-Specific Language Matthew D. Hoffman · Matthew Johnson · Dustin Tran |
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Poster
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Wed 14:00 |
Backpropagation with Callbacks: Foundations for Efficient and Expressive Differentiable Programming Fei Wang · James Decker · Xilun Wu · Gregory Essertel · Tiark Rompf |
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Poster
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Tue 14:00 |
Topkapi: Parallel and Fast Sketches for Finding Top-K Frequent Elements Ankush Mandal · He Jiang · Anshumali Shrivastava · Vivek Sarkar |
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Poster
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Wed 7:45 |
Simple, Distributed, and Accelerated Probabilistic Programming Dustin Tran · Matthew Hoffman · Dave Moore · Christopher Suter · Srinivas Vasudevan · Alexey Radul · Matthew Johnson · Rif A. Saurous |
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Poster
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Tue 14:00 |
Snap ML: A Hierarchical Framework for Machine Learning Celestine Dünner · Thomas Parnell · Dimitrios Sarigiannis · Nikolas Ioannou · Andreea Anghel · Gummadi Ravi · Madhusudanan Kandasamy · Haralampos Pozidis |
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Poster
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Tue 14:00 |
Scalable End-to-End Autonomous Vehicle Testing via Rare-event Simulation Matthew O'Kelly · Aman Sinha · Hongseok Namkoong · Russ Tedrake · John Duchi |
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Poster
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Wed 7:45 |
Tangent: Automatic differentiation using source-code transformation for dynamically typed array programming Bart van Merriënboer · Dan Moldovan · Alexander Wiltschko |