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Workshop
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Are All Training Data Useful? A Empirical Revisit of Subset Selection in Bayesian Optimization
Peili Mao · Ke Li
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Poster
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Bayesian subset selection and variable importance for interpretable prediction and classification
Daniel R. Kowal
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Workshop
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Active Learning is a Strong Baseline for Data Subset Selection
Dongmin Park · Dimitris Papailiopoulos · Kangwook Lee
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Poster
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Tue 14:00
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Training Subset Selection for Weak Supervision
Hunter Lang · Aravindan Vijayaraghavan · David Sontag
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Poster
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Tue 9:00
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AUTOMATA: Gradient Based Data Subset Selection for Compute-Efficient Hyper-parameter Tuning
Krishnateja Killamsetty · Guttu Sai Abhishek · Aakriti Lnu · Ganesh Ramakrishnan · Alexandre Evfimievski · Lucian Popa · Rishabh Iyer
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Poster
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Wed 9:00
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Neural Estimation of Submodular Functions with Applications to Differentiable Subset Selection
Abir De · Soumen Chakrabarti
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Poster
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Wed 9:00
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ORIENT: Submodular Mutual Information Measures for Data Subset Selection under Distribution Shift
Athresh Karanam · Krishnateja Killamsetty · Harsha Kokel · Rishabh Iyer
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