Rosa Candela

Publication Activity (10 Years)

Years Active: 2019-2020
Publications (10 Years): 3

Top Topics

Distributed Constraint Satisfaction

Sampling Strategies

Model Selection

Hyperparameters

Top Venues

Publications

Giulio Franzese, Rosa Candela, Dimitrios Milios, Maurizio Filippone, Pietro Michiardi
Isotropic SGD: a Practical Approach to Bayesian Posterior Sampling. CoRR (2020)
Rosa Candela, Pietro Michiardi, Maurizio Filippone, Maria A. Zuluaga
Model Monitoring and Dynamic Model Selection in Travel Time-Series Forecasting. ECML/PKDD (4) (2020)
Rosa Candela, Giulio Franzese, Maurizio Filippone, Pietro Michiardi
Sparsification as a Remedy for Staleness in Distributed Asynchronous SGD. CoRR (2019)