no code implementations • 2 Nov 2021 • Daria Reshetova, Yikun Bai, Xiugang Wu, Ayfer Ozgur
We show that the optimal generator can be learned to accuracy $\epsilon$ with $O(1/\epsilon^2)$ samples from the target distribution.
no code implementations • 24 Aug 2020 • Yikun Bai, Xiugang Wu, Ayfer Ozgur
Following Marton's approach, we show that the new transportation cost inequality can be used to recover old and new concentration of measure results.
