Piecewise low-rank bandit on MNIST
0.84SPSC vs LinUCB RatioSPSC
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SPSCAmbient dimension=55, Latent rank=102026.05 | 0.84 | — | |
| SPSCAmbient dimension=105, Latent rank=102026.05 | 0.74 | — | |
| SPSCAmbient dimension=105, Latent rank=202026.05 | 0.74 | — | |
| SPSCAmbient dimension=200, Latent rank=102026.05 | 0.73 | — | |
| SPSC-AdaptiveAmbient dimension=55, Latent rank=102026.05 | — | 0.86 | |
| SPSC-AdaptiveAmbient dimension=105, Latent rank=102026.05 | — | 0.88 | |
| SPSC-AdaptiveAmbient dimension=200, Latent rank=102026.05 | — | 0.98 |