no code implementations • 3 Apr 2024 • Nicolò Felicioni, Lucas Maystre, Sina Ghiassian, Kamil Ciosek
We compare this baseline to LLM bandits that make active use of uncertainty estimation by integrating the uncertainty in a Thompson Sampling policy.
no code implementations • 14 May 2021 • Nicolò Felicioni, Maurizio Ferrari Dacrema, Paolo Cremonesi
A crucial aspect of this user interface is that to measure the relevance a new carousel for the user it is not sufficient to account solely for its individual quality.
1 code implementation • 13 May 2021 • Nicolò Felicioni, Maurizio Ferrari Dacrema, Paolo Cremonesi
Hence, we propose an offline evaluation protocol for a carousel setting in which the recommendation quality of a model is measured by how much it improves upon that of an already available set of carousels.