2 citations · 3 across the 3 of their papers we have counts for
3 papers
MNL-Prophet: Sequential Assortment Selection under Uncertainty
Vineet Goyal, Salal Humair, Orestis Papadigenopoulos +1
Due to numerous applications in retail and (online) advertising the problem of assortment selection has been widely studied under many combinations of discrete choice models and fe…
Last Switch Dependent Bandits with Monotone Payoff Functions
Ayoub Foussoul, Vineet Goyal, Orestis Papadigenopoulos +1
In a recent work, Laforgue et al. introduce the model of last switch dependent (LSD) bandits, in an attempt to capture nonstationary phenomena induced by the interaction between th…
MNL-Bandit in non-stationary environments
Ayoub Foussoul, Vineet Goyal, Varun Gupta
In this paper, we study the MNL-Bandit problem in a non-stationary environment and present an algorithm with a worst-case expected regret of $\tilde{O}\left( \min \left\{ \sqrt{NTL…