subset selection

AUTOMATA: Gradient Based Data Subset Selection for Compute-Efficient Hyper-parameter Tuning NeurIPS 2022 Bayesian subset selection and variable importance for interpretable prediction and classification JMLR 2022 Data-Efficient Augmentation for Training Neural Networks NeurIPS 2022 Deep Active Learning by Leveraging Training Dynamics NeurIPS 2022 Hardness of Maximum Likelihood Learning of DPPs COLT 2022 Improving Screening Processes via Calibrated Subset Selection ICML 2022 Neural Estimation of Submodular Functions with Applications to Differentiable Subset Selection NeurIPS 2022 ORIENT: Submodular Mutual Information Measures for Data Subset Selection under Distribution Shift NeurIPS 2022 PRISM: A Rich Class of Parameterized Submodular Information Measures for Guided Data Subset Selection AAAI 2022 Robust Subset Selection by Greedy and Evolutionary Pareto Optimization IJCAI 2022 Training Subset Selection for Weak Supervision NeurIPS 2022 Two-Sided Weak Submodularity for Matroid Constrained Optimization and Regression COLT 2022 A Bayesian Approach for Subset Selection in Contextual Bandits AAAI 2021 Dataset Meta-Learning from Kernel Ridge-Regression ICLR 2021 Fast Pareto Optimization for Subset Selection with Dynamic Cost Constraints IJCAI 2021 On the Convex Combination of Determinantal Point Processes ACML 2021 Pareto Optimization for Subset Selection with Dynamic Partition Matroid Constraints AAAI 2021 Scalable Learning and MAP Inference for Nonsymmetric Determinantal Point Processes ICLR 2021 Sparse Bayesian Learning via Stepwise Regression ICML 2021 Stochastic Top-K Subset Bandits with Linear Space and Non-Linear Feedback ALT 2021 Towards Efficient Selection of Activity Trajectories based on Diversity and Coverage AAAI 2021 Tracking Regret Bounds for Online Submodular Optimization AISTATS 2021 An Efficient Evolutionary Algorithm for Subset Selection with General Cost Constraints AAAI 2020 Hitting the High Notes: Subset Selection for Maximizing Expected Order Statistics NeurIPS 2020 k-SDPP: Fixed-Size Video Summarization via Sequential Determinantal Point Processes IJCAI 2020