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24 Results
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Poster
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Tue 17:30 |
Scalable Global Optimization via Local Bayesian Optimization David Eriksson · Michael Pearce · Jacob Gardner · Ryan Turner · Matthias Poloczek |
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Poster
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Thu 10:45 |
Efficient Neural Architecture Transformation Search in Channel-Level for Object Detection Junran Peng · Ming Sun · ZHAO-XIANG ZHANG · Tieniu Tan · Junjie Yan |
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Poster
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Thu 10:45 |
Towards modular and programmable architecture search Renato Negrinho · Matthew Gormley · Geoffrey Gordon · Darshan Patil · Nghia Le · Daniel Ferreira |
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Poster
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Thu 10:45 |
Learning search spaces for Bayesian optimization: Another view of hyperparameter transfer learning Valerio Perrone · Huibin Shen · Matthias Seeger · Cedric Archambeau · Rodolphe Jenatton |
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Poster
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Wed 17:00 |
MetaInit: Initializing learning by learning to initialize Yann Dauphin · Samuel Schoenholz |
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Poster
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Thu 10:45 |
Meta Architecture Search Albert Shaw · Wei Wei · Weiyang Liu · Le Song · Bo Dai |
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Poster
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Thu 10:45 |
Efficient Forward Architecture Search Hanzhang Hu · John Langford · Rich Caruana · Saurajit Mukherjee · Eric Horvitz · Debadeepta Dey |
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Poster
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Thu 10:45 |
Practical Two-Step Lookahead Bayesian Optimization Jian Wu · Peter Frazier |
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Poster
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Thu 10:45 |
Procrastinating with Confidence: Near-Optimal, Anytime, Adaptive Algorithm Configuration Robert Kleinberg · Kevin Leyton-Brown · Brendan Lucier · Devon Graham |
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Poster
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Tue 17:30 |
Fast AutoAugment Sungbin Lim · Ildoo Kim · Taesup Kim · Chiheon Kim · Sungwoong Kim |
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Poster
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Thu 10:45 |
Hyperparameter Learning via Distributional Transfer Ho Chung Law · Peilin Zhao · Leung Sing Chan · Junzhou Huang · Dino Sejdinovic |
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Poster
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Tue 17:30 |
DetNAS: Backbone Search for Object Detection Yukang Chen · Tong Yang · Xiangyu Zhang · GAOFENG MENG · Xinyu Xiao · Jian Sun |