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Poster
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Wed 8:00 |
The Non-IID Data Quagmire of Decentralized Machine Learning Kevin Hsieh · Amar Phanishayee · Onur Mutlu · Phillip Gibbons |
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Poster
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Wed 8:00 |
Boosting Deep Neural Network Efficiency with Dual-Module Inference Liu Liu · Lei Deng · Zhaodong Chen · yuke wang · Shuangchen Li · Jingwei Zhang · Yihua Yang · Zhenyu Gu · Yufei Ding · Yuan Xie |
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Poster
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Thu 7:00 |
On Efficient Constructions of Checkpoints Yu Chen · Zhenming LIU · Bin Ren · Xin Jin |
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Workshop
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Sat 8:00 |
Incentives in Machine Learning Boi Faltings · Yang Liu · David Parkes · Goran Radanovic · Dawn Song |
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Poster
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Wed 5:00 |
Online Bayesian Moment Matching based SAT Solver Heuristics Haonan Duan · Saeed Nejati · George Trimponias · Pascal Poupart · Vijay Ganesh |
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Poster
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Tue 10:00 |
Policy Teaching via Environment Poisoning: Training-time Adversarial Attacks against Reinforcement Learning Amin Rakhsha · Goran Radanovic · Rati Devidze · Jerry Zhu · Adish Singla |
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Poster
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Wed 14:00 |
Multi-Precision Policy Enforced Training (MuPPET) : A Precision-Switching Strategy for Quantised Fixed-Point Training of CNNs Aditya Rajagopal · Diederik Vink · Stylianos Venieris · Christos-Savvas Bouganis |
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Poster
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Tue 13:00 |
Sample Factory: Egocentric 3D Control from Pixels at 100000 FPS with Asynchronous Reinforcement Learning Aleksei Petrenko · Zhehui Huang · Tushar Kumar · Gaurav Sukhatme · Vladlen Koltun |