Amin Mantrach
Amin Mantrach
Criteo Labs
Verified email at criteo.com - Homepage
TitleCited byYear
Item cold-start recommendations: learning local collective embeddings
M Saveski, A Mantrach
Proceedings of the 8th ACM Conference on Recommender systems, 89-96, 2014
1232014
A family of dissimilarity measures between nodes generalizing both the shortest-path and the commute-time distances
L Yen, M Saerens, A Mantrach, M Shimbo
Proceedings of the 14th ACM SIGKDD international conference on Knowledge …, 2008
892008
A time-based collective factorization for topic discovery and monitoring in news
CK Vaca, A Mantrach, A Jaimes, M Saerens
Proceedings of the 23rd international conference on World wide web, 527-538, 2014
682014
The sum-over-paths covariance kernel: A novel covariance measure between nodes of a directed graph
A Mantrach, L Yen, J Callut, K Francoisse, M Shimbo, M Saerens
IEEE Transactions on Pattern Analysis and Machine Intelligence 32 (6), 1112-1126, 2009
632009
Dynamic matrix factorization with priors on unknown values
R Devooght, N Kourtellis, A Mantrach
Proceedings of the 21th ACM SIGKDD international conference on knowledge …, 2015
612015
Evolution of conversations in the age of email overload
F Kooti, LM Aiello, M Grbovic, K Lerman, A Mantrach
Proceedings of the 24th International Conference on World Wide Web, 603-613, 2015
462015
Semi-supervised classification and betweenness computation on large, sparse, directed graphs
A Mantrach, N Van Zeebroeck, P Francq, M Shimbo, H Bersini, M Saerens
Pattern recognition 44 (6), 1212-1224, 2011
452011
Leveraging social context for modeling topic evolution
J Kalyanam, A Mantrach, D Saez-Trumper, H Vahabi, G Lanckriet
Proceedings of the 21th ACM SIGKDD International Conference on Knowledge …, 2015
382015
A bag-of-paths framework for network data analysis
K Françoisse, I Kivimäki, A Mantrach, F Rossi, M Saerens
Neural Networks 90 90, 90-111, 2017
362017
Heads: Headline generation as sequence prediction using an abstract feature-rich space
CA Colmenares, M Litvak, A Mantrach, F Silvestri
322015
Random walks based modularity: application to semi-supervised learning
R Devooght, A Mantrach, I Kivimäki, H Bersini, A Jaimes, M Saerens
Proceedings of the 23rd international conference on World wide web, 213-224, 2014
232014
Deep Character-Level Click-Through Rate Prediction for Sponsored Search
B Edizel, A Mantrach, X Bai
Proceedings of the 40th International ACM SIGIR Conference on Research and …, 2017
192017
Exploiting search history of users for news personalization
X Bai, BB Cambazoglu, F Gullo, A Mantrach, F Silvestri
Information Sciences 385, 125-137, 2017
182017
The ARCOMEM architecture for social-and semantic-driven web archiving
T Risse, E Demidova, S Dietze, W Peters, N Papailiou, K Doka, ...
future internet 6 (4), 688-716, 2014
142014
How to compete online for news audience: Modeling words that attract clicks
JH Kim, A Mantrach, A Jaimes, A Oh
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge …, 2016
122016
The role of relevance in sponsored search
L Aiello, I Arapakis, R Baeza-Yates, X Bai, N Barbieri, A Mantrach, ...
Proceedings of the 25th ACM International on Conference on Information and …, 2016
102016
Relevant persons identification leveraging both textual data and social context
JM Renders, A Mantrach
US Patent 8,812,496, 2014
102014
Mailbox search engine using query multi-modal expansion and community-based smoothing
JM Renders, A Mantrach
US Patent 9,280,587, 2016
82016
The sum-over-forests density index: identifying dense regions in a graph
M Senelle, S Garcia-Diez, A Mantrach, M Shimbo, M Saerens, F Fouss
IEEE transactions on pattern analysis and machine intelligence 36 (6), 1268-1274, 2013
72013
Systems and methods for suggesting headlines
A Mantrach, A Jaimes
US Patent 9,881,059, 2018
52018
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Articles 1–20