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47 Results
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Poster
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Thu 9:00 |
Domain Adaptation under Open Set Label Shift Saurabh Garg · Sivaraman Balakrishnan · Zachary Lipton |
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Workshop
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Sample Relationships through the Lens of Learning Dynamics with Label Information Shangmin Guo · Yi Ren · Stefano Albrecht · Kenny Smith |
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Poster
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SoLar: Sinkhorn Label Refinery for Imbalanced Partial-Label Learning Haobo Wang · Mingxuan Xia · Yixuan Li · Yuren Mao · Lei Feng · Gang Chen · Junbo Zhao |
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Poster
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Thu 14:00 |
Active Learning of Classifiers with Label and Seed Queries Marco Bressan · Nicolò Cesa-Bianchi · Silvio Lattanzi · Andrea Paudice · Maximilian Thiessen |
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Workshop
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FedLN: Federated Learning with Label Noise Vasileios Tsouvalas · Aaqib Saeed · Tanir Özçelebi · Nirvana Meratnia |
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Poster
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Tue 14:00 |
Learning from Label Proportions by Learning with Label Noise Jianxin Zhang · Yutong Wang · Clay Scott |
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Poster
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Thu 9:00 |
Unsupervised Learning under Latent Label Shift Manley Roberts · Pranav Mani · Saurabh Garg · Zachary Lipton |
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Poster
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Wed 9:00 |
One Positive Label is Sufficient: Single-Positive Multi-Label Learning with Label Enhancement Ning Xu · Congyu Qiao · Jiaqi Lv · Xin Geng · Min-Ling Zhang |
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Poster
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LOG: Active Model Adaptation for Label-Efficient OOD Generalization Jie-Jing Shao · Lan-Zhe Guo · Xiao-wen Yang · Yu-Feng Li |
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Poster
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Robust Semi-Supervised Learning when Not All Classes have Labels Lan-Zhe Guo · Yi-Ge Zhang · Zhi-Fan Wu · Jie-Jing Shao · Yu-Feng Li |
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Workshop
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GLINKX: A Unified Framework for Large-scale Homophilous and Heterophilous Graphs Marios Papachristou · Rishab Goel · Frank Portman · Matthew Miller · Rong Jin |