subset selection

EXPLORA: Efficient Exemplar Subset Selection for Complex Reasoning EMNLP 2024 FlashEval: Towards Fast and Accurate Evaluation of Text-to-image Diffusion Generative Models CVPR 2024 FuseGen: PLM Fusion for Data-generation based Zero-shot Learning EMNLP 2024 HORSE: Hierarchical Representation for Large-Scale Neural Subset Selection NeurIPS 2024 Less is More: Fewer Interpretable Region via Submodular Subset Selection ICLR 2024 Measures of diversity and space-filling designs for categorical data ICML 2024 Most Influential Subset Selection: Challenges, Promises, and Beyond NeurIPS 2024 RepMatch: Quantifying Cross-Instance Similarities in Representation Space EMNLP 2024 Scaling Laws for the Value of Individual Data Points in Machine Learning ICML 2024 Small coresets via negative dependence: DPPs, linear statistics, and concentration NeurIPS 2024 Speeding up NAS with Adaptive Subset Selection AutoML 2024 Training Greedy Policy for Proposal Batch Selection in Expensive Multi-Objective Combinatorial Optimization ICML 2024 A Unified Perspective on Regularization and Perturbation in Differentiable Subset Selection AISTATS 2023 Compositional Exemplars for In-context Learning ICML 2023 Data-Efficient Contrastive Self-supervised Learning: Most Beneficial Examples for Supervised Learning Contribute the Least ICML 2023 DITTO: Data-efficient and Fair Targeted Subset Selection for ASR Accent Adaptation ACL 2023 DynaMS: Dyanmic Margin Selection for Efficient Deep Learning ICLR 2023 Large-Scale and Multi-Perspective Opinion Summarization with Diverse Review Subsets EMNLP 2023 Leveraging Importance Weights in Subset Selection ICLR 2023 Provable Data Subset Selection For Efficient Neural Networks Training ICML 2023 Randomness Is the Root of All Evil: More Reliable Evaluation of Deep Active Learning WACV 2023 Subset Selection Based On Multiple Rankings in the Presence of Bias: Effectiveness of Fairness Constraints for Multiwinner Voting Score Functions ICML 2023 Accelerated Projected Gradient Algorithms for Sparsity Constrained Optimization Problems NeurIPS 2022 Active Learning Through a Covering Lens NeurIPS 2022 Adaptive Second Order Coresets for Data-efficient Machine Learning ICML 2022