subset selection

CoIn: Coverage and Informativeness-Guided Token Reduction for Efficient Large Multimodal Models CVPR 2026 CoLA: A Choice Leakage Attack Framework to Expose Privacy Risks in Subset Training ACL 2026 GRIP: Latent Field-Guided Graph Policy for Budget-Constrained Multi-Agent Routing AAAI 2026 Investigating Data Pruning for Pretraining Biological Foundation Models at Scale AAAI 2026 MUSS: Multilevel Subset Selection for Relevance and Diversity UAI 2026 Private Frequency Estimation via Residue Number Systems AAAI 2026 Putting HUMANS first: Efficient LAM Evaluation with Human Preference Alignment ACL 2026 Uncertainty-Aware Subset Selection for Robust Visual Explainability under Distribution Shifts WACV 2026 Active Evaluation Acquisition for Efficient LLM Benchmarking ICML 2025 Approximating Metric Magnitude of Point Sets AAAI 2025 A Stochastic Approach to the Subset Selection Problem via Mirror Descent ICLR 2025 Best Subset Selection: Optimal Pursuit for Feature Selection and Elimination ICML 2025 Disentangling the Roles of Representation and Selection in Data Pruning ACL 2025 Foundation Model Insights and a Multi-Model Approach for Superior Fine-Grained One-shot Subset Selection ICML 2025 Improved Theoretically-Grounded Evolutionary Algorithms for Subset Selection with a Linear Cost Constraint ICML 2025 Learning Set Functions with Implicit Differentiation AAAI 2025 Linear-Time Demonstration Selection for In-Context Learning via Gradient Estimation EMNLP 2025 Multinoulli Extension: A Lossless Yet Effective Probabilistic Framework for Subset Selection over Partition Constraints ICML 2025 SEAL: Semantic Attention Learning for Long Video Representation CVPR 2025 SOI Matters: Analyzing Multi-Setting Training Dynamics in Pretrained Language Models via Subsets of Interest EMNLP 2025 SubLIME: Subset Selection via Rank Correlation Prediction for Data-Efficient LLM Evaluation ACL 2025 Anchor Points: Benchmarking Models with Much Fewer Examples EACL 2024 Balancing Feature Similarity and Label Variability for Optimal Size-Aware One-shot Subset Selection ICML 2024 Bayesian Optimization of Functions over Node Subsets in Graphs NeurIPS 2024 Enhancing Neural Subset Selection: Integrating Background Information into Set Representations ICLR 2024