Lucas Bernardi

17 papers A* 3A 2Journal 9Unranked 3
YearRankTypeTitle / Venue / Authors
2023 J jnl
Best Practices for Machine Learning Systems: An Industrial Framework for Analysis and Optimization.
CoRR
Georgios Christos Chouliaras, Kornel Kielczewski, Amit Beka, David Konopnicki, Lucas Bernardi
2022 A* conf
Scalable User Interface Optimization Using Combinatorial Bandits.
SIGIR
Ioannis Kangas, Maud Schwoerer, Lucas Bernardi
2021 — conf
I Know What You Did Next Summer: Challenges in Travel Destinations Recommendation.
RecTour@RecSys
Dmitri Goldenberg, Sarai Mizrachi, Adam Horowitz, Ioannis Kangas, Or Levkovich, Alessandro Mozzato, Maud Schwoerer, Michele Ferretti, Panagiotis Korvesis, Lucas Bernardi
2021 J jnl
Machine Learning for Fraud Detection in E-Commerce: A Research Agenda.
CoRR
Niek Tax, Kees Jan de Vries, Mathijs de Jong, Nikoleta Dosoula, Bram van den Akker, Jon Smith, Olivier Thuong, Lucas Bernardi
2021 A conf
Mining the Stars: Learning Quality Ratings with User-facing Explanations for Vacation Rentals.
WSDM
Anastasiia Kornilova, Lucas Bernardi
2021 J jnl
Mining the Stars: Learning Quality Ratings with User-facing Explanations for Vacation Rentals.
CoRR
Anastasiia Kornilova, Lucas Bernardi
2021 J jnl
Simulations in Recommender Systems: An industry perspective.
CoRR
Lucas Bernardi, Sakshi Batra, Cintia Alicia Bruscantini
2020 A conf
Free Lunch! Retrospective Uplift Modeling for Dynamic Promotions Recommendation within ROI Constraints.
RecSys
Dmitri Goldenberg, Javier Albert, Lucas Bernardi, Pablo Estevez
2020 J jnl
Free Lunch! Retrospective Uplift Modeling for Dynamic Promotions Recommendation within ROI Constraints.
CoRR
Dmitri Goldenberg, Javier Albert, Lucas Bernardi, Pablo Estevez
2020 — conf
Recommending Accommodation Filters with Online Learning.
ORSUM@RecSys
Lucas Bernardi, Pablo Estevez, Matias Eidis, Eqbal Osama
2019 A* conf
150 Successful Machine Learning Models: 6 Lessons Learned at Booking.com.
KDD
Lucas Bernardi, Themistoklis Mavridis, Pablo Estevez
2018 J jnl
Learning to Match.
CoRR
Themis Mavridis, Pablo Estevez, Lucas Bernardi
2016 J jnl
Beyond Movie Recommendations: Solving the Continuous Cold Start Problem in E-commerceRecommendations.
CoRR
Julia Kiseleva, Alexander Tuzhilin, Jaap Kamps, Melanie J. I. Müller, Lucas Bernardi, Chad Davis, Ivan Kovacek, Mats Stafseng Einarsen, Djoerd Hiemstra
2015 J jnl
The Continuous Cold Start Problem in e-Commerce Recommender Systems.
CoRR
Lucas Bernardi, Jaap Kamps, Julia Kiseleva, Melanie J. I. Müller
2015 — conf
The Continuous Cold-start Problem in e-Commerce Recommender Systems.
CBRecSys@RecSys
Lucas Bernardi, Jaap Kamps, Julia Kiseleva, Melanie J. I. Müller
2015 J jnl
Where to Go on Your Next Trip? Optimizing Travel Destinations Based on User Preferences.
CoRR
Julia Kiseleva, Melanie J. I. Müller, Lucas Bernardi, Chad Davis, Ivan Kovacek, Mats Stafseng Einarsen, Jaap Kamps, Alexander Tuzhilin, Djoerd Hiemstra
2015 A* conf
Where to Go on Your Next Trip?: Optimizing Travel Destinations Based on User Preferences.
SIGIR
Julia Kiseleva, Melanie J. I. Müller, Lucas Bernardi, Chad Davis, Ivan Kovacek, Mats Stafseng Einarsen, Jaap Kamps, Alexander Tuzhilin, Djoerd Hiemstra