HyperZero tunes recommendation value-model weights within days by using hourly feedback, a ratio-based decorrelation signal, and GP plus Thompson-sampling constrained optimization.
In Proceedings of the 31st ACM International Conference on Information and Knowl- edge Management (2022)
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
cs.IR 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
unclear 1representative citing papers
citing papers explorer
-
HyperZero: A Customized End-to-End Auto-Tuning System for Recommendation with Hourly Feedback
HyperZero tunes recommendation value-model weights within days by using hourly feedback, a ratio-based decorrelation signal, and GP plus Thompson-sampling constrained optimization.