Currently, Salmon treats queries as coming from the crowd to help improve a singular model. All of the underlying samplers are agnostic to the specific users (they generate queries and process responses as if all users are the same).
Allowing user specific queries to be generated would enable additional active samplers (e.g., image search aka finding the shoe a user would like to buyper-user round robin") and passive samplers (e.g., round robin per user).
stsievert
commented
2 years ago
Currently, Salmon treats queries as coming from the crowd to help improve a singular model. All of the underlying samplers are agnostic to the specific users (they generate queries and process responses as if all users are the same).
Allowing user specific queries to be generated would enable additional active samplers (e.g., image search aka finding the shoe a user would like to buyper-user round robin") and passive samplers (e.g., round robin per user).