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Poster
Thu Dec 12 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #27
Efficient Forward Architecture Search
In Algorithms -- AutoML
Hanzhang Hu · John Langford · Rich Caruana · Saurajit Mukherjee · Eric Horvitz · Debadeepta Dey
[ Paper]  [ Poster] 
Poster
Thu Dec 12 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #28
Efficient Neural Architecture Transformation Search in Channel-Level for Object Detection
In Algorithms -- AutoML
Junran Peng · Ming Sun · ZHAO-XIANG ZHANG · Tieniu Tan · Junjie Yan
[ Paper]  [ Slides] 
Poster
Thu Dec 12 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #29
Hyperparameter Learning via Distributional Transfer
In Algorithms -- AutoML
Ho Chung Law · Peilin Zhao · Leung Sing Chan · Junzhou Huang · Dino Sejdinovic
[ Paper]  [ Poster] 
Poster
Thu Dec 12 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #30
Learning search spaces for Bayesian optimization: Another view of hyperparameter transfer learning
In Algorithms -- AutoML
Valerio Perrone · Huibin Shen · Matthias Seeger · Cedric Archambeau · Rodolphe Jenatton
[ Paper]  [ Poster] 
Poster
Thu Dec 12 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #31
Meta Architecture Search
In Algorithms -- AutoML
Albert Shaw · Wei Wei · Weiyang Liu · Le Song · Bo Dai
[ Paper]  [ Poster] 
Poster
Thu Dec 12 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #32
Multi-objective Bayesian optimisation with preferences over objectives
In Algorithms -- AutoML
Majid Abdolshah · Alistair Shilton · Santu Rana · Sunil Gupta · Svetha Venkatesh
[ Paper]  [ Poster] 
Poster
Thu Dec 12 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #33
Practical Two-Step Lookahead Bayesian Optimization
In Algorithms -- AutoML
Jian Wu · Peter Frazier
Poster
Thu Dec 12 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #34
Procrastinating with Confidence: Near-Optimal, Anytime, Adaptive Algorithm Configuration
In Algorithms -- AutoML
Robert Kleinberg · Kevin Leyton-Brown · Brendan Lucier · Devon Graham
[ Paper]  [ Poster] 
Poster
Thu Dec 12 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #35
Splitting Steepest Descent for Growing Neural Architectures
In Algorithms -- AutoML
Lemeng Wu · Dilin Wang · Qiang Liu
[ Paper]  [ Poster] 
Poster
Thu Dec 12 10:45 AM -- 12:45 PM (PST) @ East Exhibition Hall B + C #36
Towards modular and programmable architecture search
In Algorithms -- AutoML
Renato Negrinho · Matthew Gormley · Geoffrey Gordon · Darshan Patil · Nghia Le · Daniel Ferreira
[ Paper]  [ Poster]