| 2022 | SIGIR | Scalable User Interface Optimization Using Combinatorial Bandits. | Ioannis Kangas, Maud Schwoerer, Lucas Bernardi |
| 2021 | WSDM | Mining the Stars: Learning Quality Ratings with User-facing Explanations for Vacation Rentals. | Anastasiia Kornilova, Lucas Bernardi |
| 2020 | RecSys | Recommending Accommodation Filters with Online Learning. | Lucas Bernardi, Pablo Estevez, Matias Eidis, Eqbal Osama |
| 2020 | RecSys | Free Lunch! Retrospective Uplift Modeling for Dynamic Promotions Recommendation within ROI Constraints. | Dmitri Goldenberg, Javier Albert, Lucas Bernardi, Pablo Estevez |
| 2019 | KDD | 150 Successful Machine Learning Models: 6 Lessons Learned at Booking.com. | Lucas Bernardi, Themistoklis Mavridis, Pablo Estevez |
| 2015 | RecSys | The Continuous Cold-start Problem in e-Commerce Recommender Systems. | Lucas Bernardi, Jaap Kamps, Julia Kiseleva, Melanie J. I. Mller |
| 2015 | SIGIR | Where to Go on Your Next Trip?: Optimizing Travel Destinations Based on User Preferences. | Julia Kiseleva, Melanie J. I. Mller, Lucas Bernardi, Chad Davis, Ivan Kovacek, Mats Stafseng Einarsen, Jaap Kamps, Alexander Tuzhilin, Djoerd Hiemstra |