Distribution Learning on Uniform distribution rho = 1
0.023Wasserstein Distance ErrorFournier
Evaluation Results
| Method | Links | |
|---|---|---|
| Fournierd=2, N=10^6, M_opt=1002026.02 | 0.023 | |
| Thm. 3.1d=2, N=10^6, M_opt=1002026.02 | 0.025 | |
| Prop. 3.2d=2, N=10^6, M_opt=1002026.02 | 0.031 | |
| Thm. 3.1d=2, N=10^5, M_opt=1002026.02 | 0.034 | |
| Prop. 3.2d=2, N=10^5, M_opt=1002026.02 | 0.049 | |
| Thm. 3.1d=2, N=10^4, M_opt=502026.02 | 0.061 | |
| Fournierd=2, N=10^5, M_opt=1002026.02 | 0.066 | |
| Prop. 3.2d=2, N=10^4, M_opt=502026.02 | 0.09 | |
| Thm. 3.1d=2, N=10^3, M_opt=202026.02 | 0.122 | |
| Prop. 3.2d=2, N=10^3, M_opt=202026.02 | 0.174 | |
| Fournierd=2, N=10^4, M_opt=502026.02 | 0.184 | |
| Fournierd=2, N=10^3, M_opt=202026.02 | 0.505 | |
| Prop. 3.2d=10, N=10^6, M_opt=2002026.02 | 0.757 | |
| Thm. 3.1d=10, N=10^6, M_opt=2002026.02 | 0.796 | |
| Thm. 3.1d=10, N=10^5, M_opt=2002026.02 | 0.895 | |
| Prop. 3.2d=10, N=10^5, M_opt=2002026.02 | 1.056 | |
| Thm. 3.1d=10, N=10^4, M_opt=752026.02 | 1.147 | |
| Thm. 3.1d=10, N=10^3, M_opt=202026.02 | 1.32 | |
| Prop. 3.2d=10, N=10^4, M_opt=752026.02 | 1.338 | |
| Prop. 3.2d=10, N=10^3, M_opt=202026.02 | 1.438 | |
| Fournierd=10, N=10^6, M_opt=2002026.02 | 1.454 | |
| Fournierd=10, N=10^5, M_opt=2002026.02 | 1.863 | |
| Fournierd=10, N=10^4, M_opt=752026.02 | 2.445 | |
| Thm. 3.1d=50, N=10^6, M_opt=10002026.02 | 2.752 | |
| Prop. 3.2d=50, N=10^6, M_opt=10002026.02 | 2.926 | |
| Thm. 3.1d=50, N=10^5, M_opt=2002026.02 | 3.077 | |
| Prop. 3.2d=50, N=10^5, M_opt=2002026.02 | 3.286 | |
| Thm. 3.1d=50, N=10^4, M_opt=302026.02 | 3.318 | |
| Thm. 3.1d=50, N=10^3, M_opt=52026.02 | 3.375 | |
| Fournierd=10, N=10^3, M_opt=202026.02 | 3.394 | |
| Prop. 3.2d=50, N=10^4, M_opt=302026.02 | 3.466 | |
| Prop. 3.2d=50, N=10^3, M_opt=52026.02 | 3.539 | |
| Thm. 3.1d=100, N=10^6, M_opt=5002026.02 | 4.319 | |
| Prop. 3.2d=100, N=10^6, M_opt=5002026.02 | 4.42 | |
| Thm. 3.1d=100, N=10^5, M_opt=1002026.02 | 4.519 | |
| Prop. 3.2d=100, N=10^5, M_opt=1002026.02 | 4.699 | |
| Thm. 3.1d=100, N=10^4, M_opt=402026.02 | 4.741 | |
| Thm. 3.1d=100, N=10^3, M_opt=52026.02 | 4.801 | |
| Prop. 3.2d=100, N=10^4, M_opt=402026.02 | 4.84 | |
| Prop. 3.2d=100, N=10^3, M_opt=52026.02 | 4.991 | |
| Fournierd=50, N=10^6, M_opt=10002026.02 | 10.497 | |
| Fournierd=50, N=10^5, M_opt=2002026.02 | 11.07 | |
| Fournierd=50, N=10^4, M_opt=302026.02 | 11.841 | |
| Fournierd=50, N=10^3, M_opt=52026.02 | 13.185 | |
| Fournierd=100, N=10^6, M_opt=5002026.02 | 17.298 | |
| Fournierd=100, N=10^5, M_opt=1002026.02 | 17.813 | |
| Fournierd=100, N=10^4, M_opt=402026.02 | 18.583 | |
| Fournierd=100, N=10^3, M_opt=52026.02 | 20.141 |