Leveraging Importance Weights in Subset SelectionInternational Conference on Learning Representations (ICLR), 2023 |
Positively Weighted Kernel Quadrature via SubsamplingNeural Information Processing Systems (NeurIPS), 2021 |
A Few Interactions Improve Distributed Nonparametric Estimation,
OptimallyIEEE Transactions on Information Theory (IEEE Trans. Inf. Theory), 2021 |
PSD Representations for Effective Probability ModelsNeural Information Processing Systems (NeurIPS), 2021 |
Kernel ThinningAnnual Conference Computational Learning Theory (COLT), 2021 |
Skeleton Clustering: Dimension-Free Density-based ClusteringJournal of the American Statistical Association (JASA), 2021 |