Amin Mantrach

Item cold-start recommendations

Martin Saveski, Amin Mantrach · 2014 · 173 citations

Engineering, Machine Learning, Learning Algorithm +18

Dynamic Matrix Factorization with Priors on Unknown Values

Robin Devooght, Nicolas Kourtellis, Amin Mantrach · 2015 · 97 citations

Engineering, Machine Learning, Dynamic Matrix Factorization +18

A family of dissimilarity measures between nodes generalizing both the shortest-path and the commute-time distances

Luh Yen, Marco Saerens, Amin Mantrach et al. · 2008 · 86 citations

Engineering, Pathfinding, Network Analysis +23

A time-based collective factorization for topic discovery and monitoring in news

Carmen Vaca, Amin Mantrach, Alejandro Jaimes et al. · 2014 · 61 citations

Time-based Collective Factorization, Engineering, Communication +22

HEADS: Headline Generation as Sequence Prediction Using an Abstract Feature-Rich Space

Carlos A. Colmenares, Marina Litvak, Amin Mantrach et al. · 2015 · 58 citations · Full text

Engineering, Machine Learning, Sequence Prediction +24