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Workshop
Are All Training Data Useful? A Empirical Revisit of Subset Selection in Bayesian Optimization
Peili Mao · Ke Li
Poster
Bayesian subset selection and variable importance for interpretable prediction and classification
Daniel R. Kowal
Workshop
Active Learning is a Strong Baseline for Data Subset Selection
Dongmin Park · Dimitris Papailiopoulos · Kangwook Lee
Poster
Tue 14:00 Training Subset Selection for Weak Supervision
Hunter Lang · Aravindan Vijayaraghavan · David Sontag
Poster
Tue 9:00 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
Poster
Wed 9:00 Neural Estimation of Submodular Functions with Applications to Differentiable Subset Selection
Abir De · Soumen Chakrabarti
Poster
Wed 9:00 ORIENT: Submodular Mutual Information Measures for Data Subset Selection under Distribution Shift
Athresh Karanam · Krishnateja Killamsetty · Harsha Kokel · Rishabh Iyer
Workshop
Sat 9:00 Causal feature selection in time series data
Atalanti Mastakouri
Workshop
Sat 9:25 Q&A Causal feature selection in time series data