Selecting Features by Learning Markov Blankets. - Antonino Freno (KES (1), 2007)

Scalable statistical learning: A modular bayesian/markov network approach. - Antonino Freno; Edmondo Trentin; Marco Gori (IJCNN, 2009)

Unsupervised nonparametric density estimation: A neural network approach. - Edmondo Trentin; Antonino Freno (IJCNN, 2009)

Scalable pseudo-likelihood estimation in hybrid random fields. - Antonino Freno; Edmondo Trentin; Marco Gori (KDD, 2009)

A hybrid random field model for scalable statistical learning. - Antonino Freno; Edmondo Trentin; Marco Gori (Neural Networks, 2009)

Probabilistic Interpretation of Neural Networks for the Classification of Vectors, Sequences and Graphs. - Edmondo Trentin; Antonino Freno (Innovations in Neural Information Paradigms and Applications, 2009)

Kernel-Based Hybrid Random Fields for Nonparametric Density Estimation. - Antonino Freno; Edmondo Trentin; Marco Gori (ECAI, 2010)

Learning to Rank Using Markov Random Fields. - Antonino Freno; Tiziano Papini; Michelangelo Diligenti (ICMLA (2), 2011)

Hybrid Random Fields - A Scalable Approach to Structure and Parameter Learning in Probabilistic Graphical Models - Antonino Freno; Edmondo Trentin (Springer, 2011)

Fiedler Random Fields: A Large-Scale Spectral Approach to Statistical Network Modeling. - Antonino Freno; Mikaela Keller; Marc Tommasi (NIPS, 2012)

Spectral Estimation of Conditional Random Graph Models for Large-Scale Network Data. - Antonino Freno; Mikaela Keller; Gemma C. Garriga; Marc Tommasi (UAI, 2012)

Semiparametric Pseudo-Likelihood Estimation in Markov Random Fields. - Antonino Freno (AISTATS, 2012)

One-Pass Ranking Models for Low-Latency Product Recommendations. - Antonino Freno; Martin Saveski; Rodolphe Jenatton; Cédric Archambeau (KDD, 2015)

Techniques for dealing with incomplete data: a tutorial and survey. - Marco Aste; Massimo Boninsegna; Antonino Freno; Edmondo Trentin (Pattern Anal. Appl., 2015)

Practical Lessons from Developing a Large-Scale Recommender System at Zalando. - Antonino Freno (RecSys, 2017)

Clothing Recommendations: The Zalando Case. - Antonino Freno (Collaborative Recommendations, 2018)

Dynamic Hybrid Random Fields for the Probabilistic Graphical Modeling of Sequential Data: Definitions, Algorithms, and an Application to Bioinformatics. - Marco Bongini; Antonino Freno; Vincenzo Laveglia; Edmondo Trentin (Neural Process. Lett., 2018)