Ratings & Rankings

1. 10

Round     Rank     Value     Name     Team     Pos     g     m/g     p/g     3/g     r/g     a/g     s/g     b/g     fg%
1     1     0.88     Nikola Jokic     DEN     PF/C     9     31.6     25.4     1.8     13.4     5.2     1.6     1.0     .599
1     2     0.73     Stephen Curry     GSW     PG/SG     9     33.5     25.1     4.8     6.6     6.2     1.4     0.6     .420
1     3     0.69     Paul George     LAC     SF/PF     9     35.3     27.2     3.2     8.2     5.2     2.6     0.6     .464
View 200 more rows

9/10 for ludicrousness.

Rank     17 / 21,138
Trend     838
Genres     Animation, Action, Adventure
Seasons     1
Episodes     9
Total votes     104,164
Average votes     11,574
Average rating     7.9 / 10

2. 28 dead bodies

Rich experimental evidences show that one can better estimate users' unknown ratings with the aid of graph side information such as social graphs. However, the gain is not theoretically quantified. In this work, we study the binary rating estimation problem to understand the fundamental value of graph side information. Considering a simple correlation model between a rating matrix and a graph, we characterize the sharp threshold on the number of observed entries required to recover the rating matrix (called the optimal sample complexity) as a function of the quality of graph side information (to be detailed). To the best of our knowledge, we are the first to reveal how much the graph side information reduces sample complexity. Further, we propose a computationally efficient algorithm that achieves the limit. Our experimental results demonstrate that the algorithm performs well even with real-world graphs.

Rating albums - 1 star
Rating movies - 1/2 star
Holding up scorecard ratings for women walking by - eleven stars