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19 Results
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Workshop
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AutoML-based Almond Yield Prediction and Projection in California Shiheng Duan · Shuaiqi Wu · Erwan Monier · Paul Ullrich |
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Competition
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Wed 7:05 |
Team TEG-AutoML |
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Competition
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Tue 3:15 |
Towards better benchmarks for AutoML, meta-learning and continual learning in computer vision Joaquin Vanschoren |
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Competition
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Wed 5:45 |
Team Freiburg AutoML |
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Competition
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Tue 3:40 |
AutoML for Neural Network Robustness Verification Jan van Rijn |
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Poster
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Wed 9:00 |
AutoML Two-Sample Test Jonas M. Kübler · Vincent Stimper · Simon Buchholz · Krikamol Muandet · Bernhard Schölkopf |
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Poster
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Tue 14:00 |
LiteTransformerSearch: Training-free Neural Architecture Search for Efficient Language Models Mojan Javaheripi · Gustavo de Rosa · Subhabrata Mukherjee · Shital Shah · Tomasz Religa · Caio Cesar Teodoro Mendes · Sebastien Bubeck · Farinaz Koushanfar · Debadeepta Dey |
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Competition
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Wed 5:00 |
AutoML Decathlon: Diverse Tasks, Modern Methods, and Efficiency at Scale Samuel Guo · Cong Xu · Nicholas Roberts · Misha Khodak · Junhong Shen · Evan Sparks · Ameet Talwalkar · Yuriy Nevmyvaka · Frederic Sala · Anderson Schneider |
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Poster
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Wed 9:00 |
TA-GATES: An Encoding Scheme for Neural Network Architectures Xuefei Ning · Zixuan Zhou · Junbo Zhao · Tianchen Zhao · Yiping Deng · Changcheng Tang · Shuang Liang · Huazhong Yang · Yu Wang |
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Poster
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Wed 9:00 |
Efficient Non-Parametric Optimizer Search for Diverse Tasks Ruochen Wang · Yuanhao Xiong · Minhao Cheng · Cho-Jui Hsieh |
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Poster
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Thu 9:00 |
Joint Entropy Search For Maximally-Informed Bayesian Optimization Carl Hvarfner · Frank Hutter · Luigi Nardi |
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Expo Workshop
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Mon 12:00 |
AutoGluon: Empowering (MultiModal) AutoML for the next 10 Million users Xingjian Shi · Nick Erickson · Caner Turkmen · Yi Zhu |