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cs.DS2026
Learning-Augmented Moment Estimation on Time-Decay Models
Soham Nagawanshi, Shalini Panthangi, Chen Wang +2
Motivated by the prevalence and success of machine learning, a line of recent work has studied learning-augmented algorithms in the streaming model. These results have shown that f…
cs.DS2025
On the Price of Differential Privacy for Hierarchical Clustering
Chengyuan Deng, Jie Gao, Jalaj Upadhyay +2
Hierarchical clustering is a fundamental unsupervised machine learning task with the aim of organizing data into a hierarchy of clusters. Many applications of hierarchical clusteri…