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Poster
Wed Dec 11th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #24
A Unified Framework for Data Poisoning Attack to Graph-based Semi-supervised Learning
Xuanqing Liu · Si Si · Jerry Zhu · Yang Li · Cho-Jui Hsieh
Poster
Wed Dec 11th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #25
Are Anchor Points Really Indispensable in Label-Noise Learning?
Xiaobo Xia · Tongliang Liu · Nannan Wang · Bo Han · Chen Gong · Gang Niu · Masashi Sugiyama
Poster
Wed Dec 11th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #26
Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks
Sitao Luan · Mingde Zhao · Xiao-Wen Chang · Doina Precup
Poster
Wed Dec 11th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #27
Generalized Matrix Means for Semi-Supervised Learning with Multilayer Graphs
Pedro Mercado · Francesco Tudisco · Matthias Hein
Poster
Wed Dec 11th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #28
Graph Agreement Models for Semi-Supervised Learning
Otilia Stretcu · Krishnamurthy Viswanathan · Dana Movshovitz-Attias · Emmanouil Platanios · Sujith Ravi · Andrew Tomkins
Poster
Wed Dec 11th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #29
Graph-Based Semi-Supervised Learning with Non-ignorable Non-response
Fan Zhou · Tengfei Li · Haibo Zhou · Hongtu Zhu · Ye Jieping
Poster
Wed Dec 11th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #30
HyperGCN: A New Method For Training Graph Convolutional Networks on Hypergraphs
Naganand Yadati · Madhav Nimishakavi · Prateek Yadav · Vikram Nitin · Anand Louis · Partha Talukdar
Poster
Wed Dec 11th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #31
A Condition Number for Joint Optimization of Cycle-Consistent Networks
Leonidas J Guibas · Qixing Huang · Zhenxiao Liang
Poster
Wed Dec 11th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #32
MixMatch: A Holistic Approach to Semi-Supervised Learning
David Berthelot · Nicholas Carlini · Ian Goodfellow · Nicolas Papernot · Avital Oliver · Colin A Raffel
Poster
Wed Dec 11th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #33
Uncoupled Regression from Pairwise Comparison Data
Liyuan Xu · Junya Honda · Gang Niu · Masashi Sugiyama
Poster
Wed Dec 11th 10:45 AM -- 12:45 PM @ East Exhibition Hall B + C #34
Unlabeled Data Improves Adversarial Robustness
Yair Carmon · Aditi Raghunathan · Ludwig Schmidt · John Duchi · Percy Liang