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13 Results
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Poster
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Tue 9:00 |
On the Minimal Supervision for Training Any Binary Classifier from Only Unlabeled Data Nan Lu · Gang Niu · Aditya Krishna Menon · Masashi Sugiyama |
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Poster
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Thu 14:30 |
Learning from Positive and Unlabeled Data with a Selection Bias Masahiro Kato · Takeshi Teshima · Junya Honda |
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Poster
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Tue 14:30 |
MisGAN: Learning from Incomplete Data with Generative Adversarial Networks Steven Cheng-Xian Li · Bo Jiang · Benjamin M Marlin |
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Poster
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Thu 14:30 |
Interpolation-Prediction Networks for Irregularly Sampled Time Series Satya Narayan Shukla · Benjamin M Marlin |
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Poster
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Wed 14:30 |
There Are Many Consistent Explanations of Unlabeled Data: Why You Should Average Ben Athiwaratkun · Marc A Finzi · Pavel Izmailov · Andrew G Wilson |
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Poster
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Wed 9:00 |
Opportunistic Learning: Budgeted Cost-Sensitive Learning from Data Streams Mohammad Kachuee · Orpaz Goldstein · Kimmo Kärkkäinen · Sajad Darabi · Majid Sarrafzadeh |
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Workshop
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Mon 7:45 |
The 2nd Learning from Limited Labeled Data (LLD) Workshop: Representation Learning for Weak Supervision and Beyond Isabelle Augenstein · Stephen Bach · Matthew Blaschko · Eugene Belilovsky · Edouard Oyallon · Anthony Platanios · Alex Ratner · Christopher Re · Xiang Ren · Paroma Varma |
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Poster
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Tue 9:00 |
Learning Mixed-Curvature Representations in Product Spaces Albert Gu · Frederic Sala · Beliz Gunel · Christopher Re |
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Poster
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Tue 9:00 |
Generating Multi-Agent Trajectories using Programmatic Weak Supervision Eric Zhan · Stephan Zheng · Yisong Yue · Long Sha · Patrick Lucey |
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Poster
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Tue 9:00 |
LanczosNet: Multi-Scale Deep Graph Convolutional Networks Renjie Liao · Zhizhen Zhao · Raquel Urtasun · Richard Zemel |
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Poster
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Tue 9:00 |
DELTA: DEEP LEARNING TRANSFER USING FEATURE MAP WITH ATTENTION FOR CONVOLUTIONAL NETWORKS Xingjian Li · Haoyi Xiong · Hanchao Wang · Yuxuan Rao · Liping Liu · Luke Huan |
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Poster
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Tue 14:30 |
Large Scale Graph Learning From Smooth Signals Vassilis Kalofolias · Nathanaël Perraudin |