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Talk
Tue Aug 8th 01:30 -- 01:48 PM @ C4.8
Uniform Deviation Bounds for k-Means Clustering
Olivier Bachem · Mario Lucic · Hamed Hassani · Andreas Krause
Talk
Tue Aug 8th 01:48 -- 02:06 PM @ C4.8
Uniform Convergence Rates for Kernel Density Estimation
Heinrich Jiang
Talk
Tue Aug 8th 02:06 -- 02:24 PM @ C4.8
Density Level Set Estimation on Manifolds with DBSCAN
Heinrich Jiang
Talk
Tue Aug 8th 02:24 -- 02:42 PM @ C4.8
Algorithmic Stability and Hypothesis Complexity
Tongliang Liu · Gábor Lugosi · Gergely Neu · Dacheng Tao
Talk
Tue Aug 8th 02:42 -- 03:00 PM @ C4.8
Consistency Analysis for Binary Classification Revisited
Krzysztof Dembczynski · Wojciech Kotlowski · Oluwasanmi Koyejo · Nagarajan Natarajan