Guangyi Zhang

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 16

Top Topics

Submodular Functions

Diminishing Returns

Top Venues

Data Min. Knowl. Discov.

Publications

Guangyi Zhang, Nikolaj Tatti, Aristides Gionis
Finding Favourite Tuples on Data Streams with Provably Few Comparisons. CoRR (2023)
Guangyi Zhang, Aristides Gionis
Regularized impurity reduction: accurate decision trees with complexity guarantees. Data Min. Knowl. Discov. 37 (1) (2023)
Guangyi Zhang, Nikolaj Tatti, Aristides Gionis
Ranking with submodular functions on the fly. SDM (2023)
Guangyi Zhang, Nikolaj Tatti, Aristides Gionis
Finding Favourite Tuples on Data Streams with Provably Few Comparisons. KDD (2023)
Guangyi Zhang, Nikolaj Tatti, Aristides Gionis
Ranking with submodular functions on the fly. CoRR (2023)
Guangyi Zhang, Aristides Gionis
Regularized impurity reduction: Accurate decision trees with complexity guarantees. CoRR (2022)
Guangyi Zhang, Nikolaj Tatti, Aristides Gionis
Ranking with submodular functions on a budget. CoRR (2022)
Guangyi Zhang, Nikolaj Tatti, Aristides Gionis
Ranking with submodular functions on a budget. Data Min. Knowl. Discov. 36 (3) (2022)
Guangyi Zhang, Nikolaj Tatti, Aristides Gionis
Coresets remembered and items forgotten: submodular maximization with deletions. ICDM (2022)
Guangyi Zhang, Nikolaj Tatti, Aristides Gionis
Optimal deletion-robust coreset for submodular maximization. CoRR (2022)
Guangyi Zhang, Reza A. Ashrafi, Anne Juuti, Kirsi Pietiläinen, Pekka Marttinen
Errors-in-Variables Modeling of Personalized Treatment-Response Trajectories. IEEE J. Biomed. Health Informatics 25 (1) (2021)
Guangyi Zhang, Aristides Gionis
Diverse Rule Sets. KDD (2020)
Guangyi Zhang, Aristides Gionis
Diverse Rule Sets. CoRR (2020)
Guangyi Zhang, Aristides Gionis
Maximizing diversity over clustered data. SDM (2020)
Guangyi Zhang, Aristides Gionis
Maximizing diversity over clustered data. CoRR (2020)
Guangyi Zhang, Reza A. Ashrafi, Anne Juuti, Kirsi Pietiläinen, Pekka Marttinen
Errors-in-variables Modeling of Personalized Treatment-Response Trajectories. CoRR (2019)