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Poster
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Mon 9:00
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Sparse encoding for more-interpretable feature-selecting representations in probabilistic matrix factorization
Joshua Chang · Patrick A Fletcher · Jungmin Han · Ted Chang · Shashaank Vattikuti · Bart Desmet · Ayah Zirikly · Carson Chow
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Poster
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Thu 17:00
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In Defense of Pseudo-Labeling: An Uncertainty-Aware Pseudo-label Selection Framework for Semi-Supervised Learning
Mamshad Nayeem Rizve · Kevin Duarte · Yogesh S Rawat · Mubarak Shah
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Poster
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Mon 17:00
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Selective Classification Can Magnify Disparities Across Groups
Erik Jones · Shiori Sagawa · Pang Wei Koh · Ananya Kumar · Percy Liang
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Poster
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Mon 9:00
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Selectivity considered harmful: evaluating the causal impact of class selectivity in DNNs
Matthew Leavitt · Ari Morcos
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Poster
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Mon 17:00
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Rethinking Architecture Selection in Differentiable NAS
Ruochen Wang · Minhao Cheng · Xiangning Chen · Xiaocheng Tang · Cho-Jui Hsieh
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Poster
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Tue 9:00
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FairBatch: Batch Selection for Model Fairness
Yuji Roh · Kangwook Lee · Steven Whang · Changho Suh
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Workshop
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Fri 8:40
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Biased Client Selection for Improved Convergence of Federated Learning
Gauri Joshi
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Workshop
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Fri 7:42
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Contributed Talk: Synthetic Data for Model selection
Nadav Bhonker · Alon Shoshan
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Workshop
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Fri 6:26
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Submodular Mutual Information for Targeted Data Subset Selection
Suraj Kothawade
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Workshop
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Fri 9:06
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Q&A for Biased Client Selection for Improved Convergence of Federated Learning
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Oral
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Thu 0:00
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Rethinking Architecture Selection in Differentiable NAS
Ruochen Wang · Minhao Cheng · Xiangning Chen · Xiaocheng Tang · Cho-Jui Hsieh
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Workshop
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Fri 3:05
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Model Selection's Disparate Impact in Real-World Deep Learning Applications
Jessica Forde · A. Feder Cooper
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