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15 Results
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Poster
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Tue 9:00 |
Autoinverse: Uncertainty Aware Inversion of Neural Networks Navid Ansari · Hans-peter Seidel · Nima Vahidi Ferdowsi · Vahid Babaei |
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Competition
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Wed 6:25 |
Deep Ensemble predicts Exoplanets’ Atmospheres Composition |
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Poster
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Thu 9:00 |
Single Model Uncertainty Estimation via Stochastic Data Centering Jayaraman Thiagarajan · Rushil Anirudh · Vivek Sivaraman Narayanaswamy · Timo Bremer |
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Workshop
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Unleashing The Potential of Data Sharing in Ensemble Deep Reinforcement Learning Zhixuan Lin · Pierluca D'Oro · Evgenii Nikishin · Aaron Courville |
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Poster
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Tue 14:00 |
Deep Ensembles Work, But Are They Necessary? Taiga Abe · Estefany Kelly Buchanan · Geoff Pleiss · Richard Zemel · John Cunningham |
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Poster
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Wed 14:00 |
FiLM-Ensemble: Probabilistic Deep Learning via Feature-wise Linear Modulation Mehmet Ozgur Turkoglu · Alexander Becker · Hüseyin Anil Gündüz · Mina Rezaei · Bernd Bischl · Rodrigo Caye Daudt · Stefano D'Aronco · Jan Wegner · Konrad Schindler |
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Affinity Workshop
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Pre-operative glioma grade prediction from multi-modal MR images based on an ensemble of deep learning models Abdela Ahmed Mossa · Ulus Cevik · Mohammed Hussen Billal |
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Poster
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Tue 14:00 |
Composite Feature Selection Using Deep Ensembles Fergus Imrie · Alexander Norcliffe · Pietro Lió · Mihaela van der Schaar |
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Workshop
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The Best Deep Ensembles Sacrifice Predictive Diversity Taiga Abe · Estefany Kelly Buchanan · Geoff Pleiss · John Cunningham |
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Workshop
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Sat 12:50 |
Taiga Abe: The Best Deep Ensembles Sacrifice Predictive Diversity |
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Poster
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Tue 9:00 |
Depth is More Powerful than Width with Prediction Concatenation in Deep Forest Shen-Huan Lyu · Yi-Xiao He · Zhi-Hua Zhou |
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Affinity Workshop
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Predicting the Level of Anemia among Ethiopian Pregnant Women using Homogeneous Ensemble Machine Learning Algorithm and Deploy on Cloud-based Framework. Belayneh Dejene · Tesfamariam Abuhay · Dawit Shibabaw |