Stefano Cereda

According to our database, Stefano Cereda authored at least 7 papers between 2017 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Constraint-aware performance autotuning in live production environment

Stefano Cereda

PhD thesis, 2022

2021

CGPTuner: a Contextual Gaussian Process Bandit Approach for the Automatic Tuning of IT Configurations Under Varying Workload Conditions.

Stefano Cereda, Stefano Valladares, Paolo Cremonesi, Stefano Doni

Proc. VLDB Endow., 2021

2020

A Collaborative Filtering Approach for the Automatic Tuning of Compiler Optimisations.

Stefano Cereda, Gianluca Palermo, Paolo Cremonesi, Stefano Doni

Proceedings of the 21st ACM SIGPLAN/SIGBED International Conference on Languages, 2020

2019

Movie genome: alleviating new item cold start in movie recommendation.

Yashar Deldjoo, Maurizio Ferrari Dacrema, Mihai Gabriel Constantin, Hamid Eghbal-zadeh, Stefano Cereda, Markus Schedl, Bogdan Ionescu, Paolo Cremonesi

User Model. User Adapt. Interact., 2019

2017

Deriving Item Features Relevance from Past User Interactions.

Leonardo Cella, Stefano Cereda, Massimo Quadrana, Paolo Cremonesi

Proceedings of the 25th Conference on User Modeling, Adaptation and Personalization, 2017

Exploring the Semantic Gap for Movie Recommendations.

Mehdi Elahi, Yashar Deldjoo, Farshad Bakhshandegan Moghaddam, Leonardo Cella, Stefano Cereda, Paolo Cremonesi

Proceedings of the Eleventh ACM Conference on Recommender Systems, 2017

Estimate Features Relevance for Groups of Users.

Stefano Cereda, Leonardo Cella, Paolo Cremonesi

Proceedings of the 8th Italian Information Retrieval Workshop, 2017