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Spotlight
Wed Jul 20 01:30 PM -- 01:35 PM (PDT) @ Room 310
A New Perspective on the Effects of Spectrum in Graph Neural Networks
In Deep Learning/MISC
Mingqi Yang · Yanming Shen · Rui Li · Heng Qi · Qiang Zhang · Baocai Yin
Spotlight
Wed Jul 20 01:35 PM -- 01:40 PM (PDT) @ Room 310
Molecular Representation Learning via Heterogeneous Motif Graph Neural Networks
In Deep Learning/MISC
Zhaoning Yu · Hongyang Gao
Spotlight
Wed Jul 20 01:40 PM -- 01:45 PM (PDT) @ Room 310
Partial Label Learning via Label Influence Function
In Deep Learning/MISC
Xiuwen Gong · Dong Yuan · Wei Bao
Spotlight
Wed Jul 20 01:45 PM -- 01:50 PM (PDT) @ Room 310
Minimax Classification under Concept Drift with Multidimensional Adaptation and Performance Guarantees
In Deep Learning/MISC
Verónica Álvarez · Santiago Mazuelas · Jose A Lozano
Spotlight
Wed Jul 20 01:50 PM -- 01:55 PM (PDT) @ Room 310
Understanding Robust Overfitting of Adversarial Training and Beyond
In Deep Learning/MISC
Chaojian Yu · Bo Han · Li Shen · Jun Yu · Chen Gong · Mingming Gong · Tongliang Liu
Spotlight
Wed Jul 20 01:55 PM -- 02:00 PM (PDT) @ Room 310
A Random Matrix Analysis of Data Stream Clustering: Coping With Limited Memory Resources
In Deep Learning/MISC
Hugo Lebeau · Romain Couillet · Florent Chatelain
Oral
Wed Jul 20 02:00 PM -- 02:20 PM (PDT) @ Room 310
Hierarchical Shrinkage: Improving the accuracy and interpretability of tree-based models.
In Deep Learning/MISC
Abhineet Agarwal · Yan Shuo Tan · Omer Ronen · Chandan Singh · Bin Yu
Spotlight
Wed Jul 20 02:20 PM -- 02:25 PM (PDT) @ Room 310
Supervised Learning with General Risk Functionals
In Deep Learning/MISC
Liu Leqi · Audrey Huang · Zachary Lipton · Kamyar Azizzadenesheli
Spotlight
Wed Jul 20 02:25 PM -- 02:30 PM (PDT) @ Room 310
Locally Sparse Neural Networks for Tabular Biomedical Data
In Deep Learning/MISC
Junchen Yang · Ofir Lindenbaum · Yuval Kluger
Spotlight
Wed Jul 20 02:30 PM -- 02:35 PM (PDT) @ Room 310
Dual Perspective of Label-Specific Feature Learning for Multi-Label Classification
In Deep Learning/MISC
Jun-Yi Hang · Min-Ling Zhang
Spotlight
Wed Jul 20 02:35 PM -- 02:40 PM (PDT) @ Room 310
Detecting Corrupted Labels Without Training a Model to Predict
In Deep Learning/MISC
Zhaowei Zhu · Zihao Dong · Yang Liu
Spotlight
Wed Jul 20 02:40 PM -- 02:45 PM (PDT) @ Room 310
Prototype-Anchored Learning for Learning with Imperfect Annotations
In Deep Learning/MISC
Xiong Zhou · Xianming Liu · Deming Zhai · Junjun Jiang · Xin Gao · Xiangyang Ji
Spotlight
Wed Jul 20 02:45 PM -- 02:50 PM (PDT) @ Room 310
Learning to Predict Graphs with Fused Gromov-Wasserstein Barycenters
In Deep Learning/MISC
Luc Brogat-Motte · Rémi Flamary · Celine Brouard · Juho Rousu · Florence d'Alché-Buc
Spotlight
Wed Jul 20 02:50 PM -- 02:55 PM (PDT) @ Room 310
Deep Safe Incomplete Multi-view Clustering: Theorem and Algorithm
In Deep Learning/MISC
Huayi Tang · Yong Liu