Rosa Candela

According to our database, Rosa Candela authored at least 4 papers between 2019 and 2021.

Collaborative distances:

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

2021

Robust and scalable probabilistic machine learning methods with applications to the airline industry. (Méthodes d'apprentissage automatique probabilistes, robustes et à grande échelle avec des applications à l'industrie aérienne).

Rosa Candela

PhD thesis, 2021

2020

Isotropic SGD: a Practical Approach to Bayesian Posterior Sampling.

Giulio Franzese, Rosa Candela, Dimitrios Milios, Maurizio Filippone, Pietro Michiardi

CoRR, 2020

Model Monitoring and Dynamic Model Selection in Travel Time-Series Forecasting.

Rosa Candela, Pietro Michiardi, Maurizio Filippone, Maria A. Zuluaga

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Applied Data Science Track, 2020

2019

Sparsification as a Remedy for Staleness in Distributed Asynchronous SGD.

Rosa Candela, Giulio Franzese, Maurizio Filippone, Pietro Michiardi

CoRR, 2019