Antonino Freno

Publication Activity (10 Years)

Years Active: 2007-2018
Publications (10 Years): 2

Top Topics

Variational Bayesian

Spectral Estimation

Top Venues

Publications

Marco Bongini, Antonino Freno, Vincenzo Laveglia, Edmondo Trentin
Dynamic Hybrid Random Fields for the Probabilistic Graphical Modeling of Sequential Data: Definitions, Algorithms, and an Application to Bioinformatics. Neural Process. Lett. 48 (2) (2018)
Antonino Freno
Practical Lessons from Developing a Large-Scale Recommender System at Zalando. RecSys (2017)
Antonino Freno, Martin Saveski, Rodolphe Jenatton, Cédric Archambeau
One-Pass Ranking Models for Low-Latency Product Recommendations. KDD (2015)
Marco Aste, Massimo Boninsegna, Antonino Freno, Edmondo Trentin
Techniques for dealing with incomplete data: a tutorial and survey. Pattern Anal. Appl. 18 (1) (2015)
Antonino Freno, Mikaela Keller, Gemma C. Garriga, Marc Tommasi
Spectral Estimation of Conditional Random Graph Models for Large-Scale Network Data. UAI (2012)
Antonino Freno, Mikaela Keller, Gemma C. Garriga, Marc Tommasi
Spectral Estimation of Conditional Random Graph Models for Large-Scale Network Data CoRR (2012)
Antonino Freno
Semiparametric Pseudo-Likelihood Estimation in Markov Random Fields. AISTATS (2012)
Antonino Freno, Mikaela Keller, Marc Tommasi
Fiedler Random Fields: A Large-Scale Spectral Approach to Statistical Network Modeling. NIPS (2012)
Antonino Freno, Tiziano Papini, Michelangelo Diligenti
Learning to Rank Using Markov Random Fields. ICMLA (2) (2011)
Antonino Freno, Edmondo Trentin, Marco Gori
Kernel-Based Hybrid Random Fields for Nonparametric Density Estimation. ECAI (2010)
Antonino Freno, Edmondo Trentin, Marco Gori
A hybrid random field model for scalable statistical learning. Neural Networks 22 (5-6) (2009)
Edmondo Trentin, Antonino Freno
Unsupervised nonparametric density estimation: A neural network approach. IJCNN (2009)
Antonino Freno, Edmondo Trentin, Marco Gori
Scalable pseudo-likelihood estimation in hybrid random fields. KDD (2009)
Antonino Freno, Edmondo Trentin, Marco Gori
Scalable statistical learning: A modular bayesian/markov network approach. IJCNN (2009)
Antonino Freno
Selecting Features by Learning Markov Blankets. KES (1) (2007)