Machine Learning and Knowledge Discovery in Databases - Lecture Notes in Computer Science
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9783030461324, 9783030461331
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scholarly journals BelMan: An Information-Geometric Approach to Stochastic Bandits

2020 ◽  
pp. 167-183
Author(s):  
Debabrota Basu ◽  
Pierre Senellart ◽  
Stéphane Bressan
Keyword(s):  
Geometric Approach

Learning to Calibrate and Rerank Multi-label Predictions

2020 ◽  
pp. 220-236
Author(s):  
Cheng Li ◽  
Virgil Pavlu ◽  
Javed Aslam ◽  
Bingyu Wang ◽  
Kechen Qin

scholarly journals Pushing the Limits of Exoplanet Discovery via Direct Imaging with Deep Learning

2020 ◽  
pp. 322-338
Author(s):  
Kai Hou Yip ◽  
Nikolaos Nikolaou ◽  
Piero Coronica ◽  
Angelos Tsiaras ◽  
Billy Edwards ◽  
...  
Keyword(s):  
Deep Learning ◽  
Direct Imaging

scholarly journals Automatic Recognition of Student Engagement Using Deep Learning and Facial Expression

2020 ◽  
pp. 273-289
Author(s):  
Omid Mohamad Nezami ◽  
Mark Dras ◽  
Len Hamey ◽  
Deborah Richards ◽  
Stephen Wan ◽  
...  
Keyword(s):  
Deep Learning ◽  
Student Engagement ◽  
Facial Expression ◽  
Automatic Recognition

scholarly journals Sample-Efficient Model-Free Reinforcement Learning with Off-Policy Critics

2020 ◽  
pp. 19-34 ◽  
Author(s):  
Denis Steckelmacher ◽  
Hélène Plisnier ◽  
Diederik M. Roijers ◽  
Ann Nowé
Keyword(s):  
Reinforcement Learning ◽  
Model Free

scholarly journals Wearable-Based Parkinson’s Disease Severity Monitoring Using Deep Learning

2020 ◽  
pp. 400-415 ◽  
Author(s):  
Jann Goschenhofer ◽  
Franz M. J. Pfister ◽  
Kamer Ali Yuksel ◽  
Bernd Bischl ◽  
Urban Fietzek ◽  
...  
Keyword(s):  
Parkinson’S Disease ◽  
Parkinson's Disease ◽  
Deep Learning ◽  
Disease Severity

scholarly journals Stochastic Activation Actor Critic Methods

2020 ◽  
pp. 103-117
Author(s):  
Wenling Shang ◽  
Douwe van der Wal ◽  
Herke van Hoof ◽  
Max Welling

scholarly journals Pairwise Learning to Rank by Neural Networks Revisited: Reconstruction, Theoretical Analysis and Practical Performance

2020 ◽  
pp. 237-252 ◽  
Author(s):  
Marius Köppel ◽  
Alexander Segner ◽  
Martin Wagener ◽  
Lukas Pensel ◽  
Andreas Karwath ◽  
...  
Keyword(s):  
Neural Networks ◽  
Theoretical Analysis ◽  
Learning To Rank ◽  
Pairwise Learning ◽  
Practical Performance
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