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Poster
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Thu 2:30 |
Federated Learning from Only Unlabeled Data with Class-conditional-sharing Clients Nan Lu · Zhao Wang · Xiaoxiao Li · Gang Niu · Qi Dou · Masashi Sugiyama |
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Poster
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Tue 10:30 |
Leveraging unlabeled data to predict out-of-distribution performance Saurabh Garg · Sivaraman Balakrishnan · Zachary Lipton · Behnam Neyshabur · Hanie Sedghi |
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Poster
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Mon 10:30 |
How unlabeled data improve generalization in self-training? A one-hidden-layer theoretical analysis shuai ZHANG · Meng Wang · Sijia Liu · Pin-Yu Chen · Jinjun Xiong |
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Poster
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Thu 18:30 |
Extending the WILDS Benchmark for Unsupervised Adaptation Shiori Sagawa · Pang Wei Koh · Tony Lee · Irena Gao · Sang Michael Xie · Kendrick Shen · Ananya Kumar · Weihua Hu · Michihiro Yasunaga · Henrik Marklund · Sara Beery · Etienne David · Ian Stavness · Wei Guo · Jure Leskovec · Kate Saenko · Tatsunori Hashimoto · Sergey Levine · Chelsea Finn · Percy Liang |
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Oral
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Wed 10:15 |
Extending the WILDS Benchmark for Unsupervised Adaptation Shiori Sagawa · Pang Wei Koh · Tony Lee · Irena Gao · Sang Michael Xie · Kendrick Shen · Ananya Kumar · Weihua Hu · Michihiro Yasunaga · Henrik Marklund · Sara Beery · Etienne David · Ian Stavness · Wei Guo · Jure Leskovec · Kate Saenko · Tatsunori Hashimoto · Sergey Levine · Chelsea Finn · Percy Liang |