The NeurIPS '18 Competition - The Springer Series on Challenges in Machine Learning
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Published By Springer International Publishing

9783030291341, 9783030291358
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Automatically Optimized Gradient Boosting Trees for Classifying Large Volume High Cardinality Data Streams Under Concept Drift

2019 ◽  
pp. 317-335
Author(s):  
Jobin Wilson ◽  
Amit Kumar Meher ◽  
Bivin Vinodkumar Bindu ◽  
Santanu Chaudhury ◽  
Brejesh Lall ◽  
...  
Keyword(s):  
Large Volume ◽  
Data Streams ◽  
Concept Drift ◽  
Gradient Boosting

ConvAI2 Dataset of Non-goal-Oriented Human-to-Bot Dialogues

2019 ◽  
pp. 277-294
Author(s):  
Varvara Logacheva ◽  
Valentin Malykh ◽  
Aleksey Litinsky ◽  
Mikhail Burtsev

Efficient and Robust Learning on Elaborated Gaits with Curriculum Learning

2019 ◽  
pp. 265-276
Author(s):  
Bo Zhou ◽  
Hongsheng Zeng ◽  
Fan Wang ◽  
Rongzhong Lian ◽  
Hao Tian
Keyword(s):  
Robust Learning

scholarly journals AutoML @ NeurIPS 2018 Challenge: Design and Results

2019 ◽  
pp. 209-229 ◽  
Author(s):  
Hugo Jair Escalante ◽  
Wei-Wei Tu ◽  
Isabelle Guyon ◽  
Daniel L. Silver ◽  
Evelyne Viegas ◽  
...  

Pommerman & NeurIPS 2018

2019 ◽  
pp. 11-36 ◽  
Author(s):  
Cinjon Resnick ◽  
Chao Gao ◽  
Görög Márton ◽  
Takayuki Osogami ◽  
Liang Pang ◽  
...  

scholarly journals Artificial Intelligence for Prosthetics: Challenge Solutions

2019 ◽  
pp. 69-128 ◽  
Author(s):  
Łukasz Kidziński ◽  
Carmichael Ong ◽  
Sharada Prasanna Mohanty ◽  
Jennifer Hicks ◽  
Sean Carroll ◽  
...  
Keyword(s):  
Artificial Intelligence

scholarly journals The Second Conversational Intelligence Challenge (ConvAI2)

2019 ◽  
pp. 187-208 ◽  
Author(s):  
Emily Dinan ◽  
Varvara Logacheva ◽  
Valentin Malykh ◽  
Alexander Miller ◽  
Kurt Shuster ◽  
...  

scholarly journals The Tracking Machine Learning Challenge: Accuracy Phase

2019 ◽  
pp. 231-264
Author(s):  
Sabrina Amrouche ◽  
Laurent Basara ◽  
Paolo Calafiura ◽  
Victor Estrade ◽  
Steven Farrell ◽  
...  
Keyword(s):  
Machine Learning

The Inclusive Images Competition

2019 ◽  
pp. 155-186
Author(s):  
James Atwood ◽  
Yoni Halpern ◽  
Pallavi Baljekar ◽  
Eric Breck ◽  
D. Sculley ◽  
...  
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