LAYERED SAMPLING FOR ROBUST OPTIMIZATION PROBLEMS

von Ding, Hu
Veröffentlicht in International Conference on Machine Learning (37. : 2020 : Online) 37th International Conference on Machine Learning (ICML 2020) ; Part 4 of 15 (2021)

Solving Soft Clustering Ensemble via k-Sparse Discrete Wasserstein Barycenter

von Qin, Ruizhe
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 2 of 36 (2022)

Robust and Fully-Dynamic Coreset for Continuous-and-Bounded Learning (With Outliers) Problems

von Wang, Zixiu
Veröffentlicht in NeurIPS (35. : 2021 : Online) 35th Conference on Neural Information Processing Systems (NeurIPS 2021) ; Volume 17 of 36 (2022)

DEFENDING SVMS AGAINST POISONING ATTACKS: THE HARDNESS AND DBSCAN APPROACH

von Ding, Hu
Veröffentlicht in Conference on Uncertainty in Artificial Intelligence (37. : 2021 : Online) 37th Conference on Uncertainty in Artificial Intelligence (UAI 2021) ; Part 1 of 3 (2022)

Sublinear Time Algorithms for Greedy Selection in High Dimensions

von Chen, Qi
Veröffentlicht in Conference on Uncertainty in Artificial Intelligence (38. : 2022 : Eindhoven) 38th Conference on Uncertainty in Artificial Intelligence (UAI 2022) ; Volume 1 of 3 (2023)

Coresets for Wasserstein Distributionally Robust Optimization Problems

von Huang, Ruomin
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 34 of 50 (2023)

A Data-Dependent Algorithm for Querying Earth Mover'’s Distance with Low Doubling Dimensions

von Ding, Hu
Veröffentlicht in SIAM International Conference on Data Mining (2021 : Online) SIAM International Conference on Data Mining (SDM21) (2021)

Coresets for Relational Data and The Applications

von Chen, Jiaxiang
Veröffentlicht in NeurIPS (36. : 2022 : New Orleans, La.; Online) 36th Conference on Neural Information Processing Systems (NeurIPS 2022 ; Volume 1 of 50 (2023)

A NOVEL SEQUENTIAL CORESET METHOD FOR GRADIENT DESCENT ALGORITHMS

von HUANG, JIAWEI
Veröffentlicht in International Conference on Machine Learning (38. : 2021 : Online) International Conference on Machine Learning (ICML 2021 ; Part 6 of 16 (2022)