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45 Results
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Poster
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Tue 9:00 |
AutoSampling: Search for Effective Data Sampling Schedules MING SUN · Haoxuan Dou · Baopu Li · Junjie Yan · Wanli Ouyang · Lei Cui |
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Spotlight
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Tue 18:40 |
Think Global and Act Local: Bayesian Optimisation over High-Dimensional Categorical and Mixed Search Spaces Xingchen Wan · Vu Nguyen · Huong Ha · Binxin Ru · Cong Lu · Michael A Osborne |
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Poster
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Tue 21:00 |
Think Global and Act Local: Bayesian Optimisation over High-Dimensional Categorical and Mixed Search Spaces Xingchen Wan · Vu Nguyen · Huong Ha · Binxin Ru · Cong Lu · Michael A Osborne |
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Poster
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Tue 21:00 |
AutoAttend: Automated Attention Representation Search Chaoyu Guan · Xin Wang · Wenwu Zhu |
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Workshop
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Fri 6:00 |
8th ICML Workshop on Automated Machine Learning (AutoML 2021) Gresa Shala · Frank Hutter · Joaquin Vanschoren · Marius Lindauer · Katharina Eggensperger · Colin White · Erin LeDell |
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Spotlight
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Tue 18:45 |
Auto-NBA: Efficient and Effective Search Over the Joint Space of Networks, Bitwidths, and Accelerators Yonggan Fu · Yongan Zhang · Yang Zhang · David Cox · Yingyan Lin |
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Oral
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Tue 18:15 |
Few-Shot Neural Architecture Search Yiyang Zhao · Linnan Wang · Yuandong Tian · Rodrigo Fonseca · Tian Guo |
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Poster
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Tue 21:00 |
Optimal Transport Kernels for Sequential and Parallel Neural Architecture Search Vu Nguyen · Tam Le · Makoto Yamada · Michael A Osborne |
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Spotlight
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Tue 18:05 |
Accurate Post Training Quantization With Small Calibration Sets Itay Hubara · Yury Nahshan · Yair Hanani · Ron Banner · Daniel Soudry |
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Expo Workshop
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Sun 6:30 |
AutoML Qingyun Wu · Qingyun Wu |
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Workshop
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Fri 9:15 |
Contributed Talk: Multimodal AutoML on Structured Tables with Text Fields Jonas Mueller |
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Workshop
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Fri 9:48 |
Replacing the Ex-Def Baseline in AutoML by Naive AutoML Felix Mohr |