Search All 2022 Events
 

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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 9:25 Q&A Causal feature selection in time series data
Workshop
Sat 9:00 Causal feature selection in time series data
Atalanti Mastakouri
Workshop
Fuzzy c-Means Clustering in Persistence Diagram Space for Deep Learning Model Selection
Thomas Davies · Jack Aspinall · Bryan Wilder · Long Tran-Thanh
Workshop
Unit Selection: Learning Benefit Function from Finite Population Data
Ang Li · Song Jiang · Yizhou Sun · Judea Pearl
Poster
Wed 14:00 Where to Pay Attention in Sparse Training for Feature Selection?
Ghada Sokar · Zahra Atashgahi · Mykola Pechenizkiy · Decebal Constantin Mocanu