 Simple Weak Coresets for Non-Decomposable Classification MeasuresAAAI Conference on Artificial Intelligence (AAAI), 2023 |
 AutoCoreset: An Automatic Practical Coreset Construction FrameworkInternational Conference on Machine Learning (ICML), 2023 |
 Provable Data Subset Selection For Efficient Neural Network TrainingInternational Conference on Machine Learning (ICML), 2023 |
 An Efficient Drifters Deployment Strategy to Evaluate Water Current
Velocity FieldsIEEE Journal of Oceanic Engineering (IEEE J. Ocean. Eng.), 2023 |
 Pruning Neural Networks via Coresets and Convex Geometry: Towards No
AssumptionsNeural Information Processing Systems (NeurIPS), 2022 |
 New Coresets for Projective Clustering and ApplicationsInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2022 |
 Obstacle Aware Sampling for Path PlanningIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2022 |
 Coresets for Data Discretization and Sine Wave FittingInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2022 |
 A Unified Approach to Coreset LearningIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021 |
 Adversarial Robustness of Streaming Algorithms through Importance
SamplingNeural Information Processing Systems (NeurIPS), 2021 |
 Coresets for Classification -- Simplified and StrengthenedNeural Information Processing Systems (NeurIPS), 2021 |
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 Coresets for the Nearest-Neighbor RuleEmbedded Systems and Applications (ESA), 2020 |
