Discovering Top-k Relevant and Diversified Rules.
Proc. ACM Manag. Data, September, 2024
Regularized impurity reduction: accurate decision trees with complexity guarantees.
Data Min. Knowl. Discov., 2023
Ranking with submodular functions on the fly.
Proceedings of the 2023 SIAM International Conference on Data Mining, 2023
Finding Favourite Tuples on Data Streams with Provably Few Comparisons.
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
Optimization beyond a single submodular function: Submodular optimization for ranking, decision trees and diversity.
PhD thesis, 2022
Ranking with submodular functions on a budget.
Data Min. Knowl. Discov., 2022
Optimal deletion-robust coreset for submodular maximization.
CoRR, 2022
Coresets remembered and items forgotten: submodular maximization with deletions.
Proceedings of the IEEE International Conference on Data Mining, 2022
Errors-in-Variables Modeling of Personalized Treatment-Response Trajectories.
IEEE J. Biomed. Health Informatics, 2021
Maximizing diversity over clustered data.
Proceedings of the 2020 SIAM International Conference on Data Mining, 2020
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020