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55 Results
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Poster
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Thu 7:45 |
SLANG: Fast Structured Covariance Approximations for Bayesian Deep Learning with Natural Gradient Aaron Mishkin · Frederik Kunstner · Didrik Nielsen · Mark Schmidt · Mohammad Emtiyaz Khan |
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Poster
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Tue 14:00 |
Faster Neural Networks Straight from JPEG Lionel Gueguen · Alex Sergeev · Ben Kadlec · Rosanne Liu · Jason Yosinski |
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Poster
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Thu 7:45 |
Efficient Gradient Computation for Structured Output Learning with Rational and Tropical Losses Corinna Cortes · Vitaly Kuznetsov · Mehryar Mohri · Dmitry Storcheus · Scott Yang |
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Poster
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Tue 7:45 |
GradiVeQ: Vector Quantization for Bandwidth-Efficient Gradient Aggregation in Distributed CNN Training Mingchao Yu · Zhifeng Lin · Krishna Narra · Songze Li · Youjie Li · Nam Sung Kim · Alex Schwing · Murali Annavaram · Salman Avestimehr |
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Poster
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Tue 7:45 |
Mesh-TensorFlow: Deep Learning for Supercomputers Noam Shazeer · Youlong Cheng · Niki Parmar · Dustin Tran · Ashish Vaswani · Penporn Koanantakool · Peter Hawkins · HyoukJoong Lee · Mingsheng Hong · Cliff Young · Ryan Sepassi · Blake Hechtman |
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Poster
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Thu 7:45 |
Wasserstein Variational Inference Luca Ambrogioni · Umut Güçlü · Yağmur Güçlütürk · Max Hinne · Marcel A. J. van Gerven · Eric Maris |
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Poster
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Tue 14:00 |
SNIPER: Efficient Multi-Scale Training Bharat Singh · Mahyar Najibi · Larry Davis |