Guangyi Zhang

According to our database, Guangyi Zhang authored at least 9 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Regularized impurity reduction: accurate decision trees with complexity guarantees.

Guangyi Zhang, Aristides Gionis

Data Min. Knowl. Discov., 2023

Ranking with submodular functions on the fly.

Guangyi Zhang, Nikolaj Tatti, Aristides Gionis

Proceedings of the 2023 SIAM International Conference on Data Mining, 2023

Finding Favourite Tuples on Data Streams with Provably Few Comparisons.

Guangyi Zhang, Nikolaj Tatti, Aristides Gionis

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

2022

Ranking with submodular functions on a budget.

Guangyi Zhang, Nikolaj Tatti, Aristides Gionis

Data Min. Knowl. Discov., 2022

Optimal deletion-robust coreset for submodular maximization.

Guangyi Zhang, Nikolaj Tatti, Aristides Gionis

CoRR, 2022

Coresets remembered and items forgotten: submodular maximization with deletions.

Guangyi Zhang, Nikolaj Tatti, Aristides Gionis

Proceedings of the IEEE International Conference on Data Mining, 2022

2021

Errors-in-Variables Modeling of Personalized Treatment-Response Trajectories.

Guangyi Zhang, Reza A. Ashrafi, Anne Juuti, Kirsi Pietiläinen, Pekka Marttinen

IEEE J. Biomed. Health Informatics, 2021

2020

Maximizing diversity over clustered data.

Guangyi Zhang, Aristides Gionis

Proceedings of the 2020 SIAM International Conference on Data Mining, 2020

Diverse Rule Sets.

Guangyi Zhang, Aristides Gionis

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020