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 |
Towards Optimal Lower Bounds for k-median and k-means CoresetsSymposium on the Theory of Computing (STOC), 2022 |
A Unified Approach to Coreset LearningIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021 |