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Papers
Online Assortment and Price Optimization Under Contextual Choice Models
AISTATS 2025
PASTA: Pessimistic Assortment Optimization
ICML 2023
Multinomial Logit Contextual Bandits: Provable Optimality and Practicality
AAAI 2021
Multinomial Logit Bandit with Low Switching Cost
ICML 2020
Feature subset selection for the multinomial logit model via mixed-integer optimization
AISTATS 2019
Accelerated Spectral Ranking
ICML 2018
Learning from Comparisons and Choices
JMLR 2018
Multinomial Logit Bandit with Linear Utility Functions
IJCAI 2018
Collaboratively Learning Preferences from Ordinal Data
NeurIPS 2015
Learning Mixed Multinomial Logit Model from Ordinal Data
NeurIPS 2014
Restricted Boltzmann machines modeling human choice
NeurIPS 2014
Bayesian Nonparametric Modeling of Suicide Attempts
NeurIPS 2012