Re:Launch HN: Just words (YC W24) – Optimize your product's ...
by bawejakunal on Monday March 04, 2024 @12:36PM
(#39593247)
Yes this can be tailored for individual users (or groups). To go more in-depth, we'll be using contextual bandits + more novel ways to optimize the best performing copy for user segments, that works on top of the anonymized knowledge about the user.
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Re:Launch HN: Just words (YC W24) – Optimize your product's ...
by nprateem on Monday March 04, 2024 @04:33PM
(#39596423)
Can you explain more about this please. What are contextual bandits?
Re:Launch HN: Just words (YC W24) – Optimize your product's ...
by social_quotient on Monday March 04, 2024 @05:13PM
(#39596854)
Contextual bandits are algorithms that decide which action to take (like displaying ads or recommending products) based on the current situation (context) to maximize rewards (clicks, sales). They learn over time what works best in each context, balancing new trials with proven options.
Re:Launch HN: Just words (YC W24) – Optimize your product's ...
by bawejakunal on Monday March 04, 2024 @07:16PM
(#39597858)
+1 a resource I linked in one more comment, sharing here as well.
This has been tried and tested a few times in industry, notably at Netflix and Duolingo for artwork and notifications
https://towardsdatascience.com/multi-armed-bandits-part-1-b8...