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Talk
Tue Aug 08 01:30 PM -- 01:48 PM (AEST) @ C4.8
Uniform Deviation Bounds for k-Means Clustering
In Learning theory 2
Olivier Bachem · Mario Lucic · Hamed Hassani · Andreas Krause
[ PDF]  [ ss Summary/Notes]  [ Video] 
Talk
Tue Aug 08 01:48 PM -- 02:06 PM (AEST) @ C4.8
Uniform Convergence Rates for Kernel Density Estimation
In Learning theory 2
Heinrich Jiang
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Talk
Tue Aug 08 02:06 PM -- 02:24 PM (AEST) @ C4.8
Density Level Set Estimation on Manifolds with DBSCAN
In Learning theory 2
Heinrich Jiang
[ PDF]  [ ss Summary/Notes]  [ Video] 
Talk
Tue Aug 08 02:24 PM -- 02:42 PM (AEST) @ C4.8
Algorithmic Stability and Hypothesis Complexity
In Learning theory 2
Tongliang Liu · Gábor Lugosi · Gergely Neu · Dacheng Tao
[ PDF]  [ ss Summary/Notes]  [ Video] 
Talk
Tue Aug 08 02:42 PM -- 03:00 PM (AEST) @ C4.8
Consistency Analysis for Binary Classification Revisited
In Learning theory 2
Krzysztof Dembczynski · Wojciech Kotlowski · Sanmi Koyejo · Nagarajan Natarajan
[ PDF]  [ ss Summary/Notes]  [ Video]