Amin Mantrach

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 14

Top Topics

Sequence Prediction

Sponsored Search

Matrix Factorization

Top Venues

Publications

Tania Cerquitelli, Amin Mantrach
Equity, Diversity & Inclusion (EDI): Special Day at ACM KDD 2024. KDD (2024)
Maria Sofia Bucarelli, Lucas Cassano, Federico Siciliano, Amin Mantrach, Fabrizio Silvestri
Leveraging Inter-Rater Agreement for Classification in the Presence of Noisy Labels. CVPR (2023)
Matthieu Kirchmeyer, Patrick Gallinari, Alain Rakotomamonjy, Amin Mantrach
Unsupervised domain adaptation with non-stochastic missing data. CoRR (2021)
Matthieu Kirchmeyer, Patrick Gallinari, Alain Rakotomamonjy, Amin Mantrach
Unsupervised domain adaptation with non-stochastic missing data. Data Min. Knowl. Discov. 35 (6) (2021)
Xiao Bai, Reza Abasi, Bora Edizel, Amin Mantrach
Position-Aware Deep Character-Level CTR Prediction for Sponsored Search. IEEE Trans. Knowl. Data Eng. 33 (4) (2021)
Xiao Bai, Berkant Barla Cambazoglu, Francesco Gullo, Amin Mantrach, Fabrizio Silvestri
Improving News Personalization Through Search Logs. BIAS (2020)
Amin Mantrach, Fabrizio Silvestri
Enlisting the Public to Build a Healthier Web Information Commons. WWW (2019)
Bora Edizel, Amin Mantrach, Xiao Bai
Deep Character-Level Click-Through Rate Prediction for Sponsored Search. SIGIR (2017)
Kevin Françoisse, Ilkka Kivimäki, Amin Mantrach, Fabrice Rossi, Marco Saerens
A bag-of-paths framework for network data analysis. Neural Networks 90 (2017)
Xiao Bai, Berkant Barla Cambazoglu, Francesco Gullo, Amin Mantrach, Fabrizio Silvestri
Exploiting search history of users for news personalization. Inf. Sci. 385 (2017)
Bora Edizel, Amin Mantrach, Xiao Bai
Deep Character-Level Click-Through Rate Prediction for Sponsored Search. CoRR (2017)
Joon Hee Kim, Amin Mantrach, Alejandro Jaimes, Alice H. Oh
How to Compete Online for News Audience: Modeling Words that Attract Clicks. KDD (2016)
Gaurav Singh, Amin Mantrach, Fabrizio Silvestri
Improving Profiles of Weakly-Engaged Users - With Applications to Recommender Systems. CLEF (2016)
Luca Maria Aiello, Ioannis Arapakis, Ricardo Baeza-Yates, Xiao Bai, Nicola Barbieri, Amin Mantrach, Fabrizio Silvestri
The Role of Relevance in Sponsored Search. CIKM (2016)
Farshad Kooti, Luca Maria Aiello, Mihajlo Grbovic, Kristina Lerman, Amin Mantrach
Evolution of Conversations in the Age of Email Overload. WWW (2015)
Robin Devooght, Nicolas Kourtellis, Amin Mantrach
Dynamic Matrix Factorization with Priors on Unknown Values. KDD (2015)
Farshad Kooti, Luca Maria Aiello, Mihajlo Grbovic, Kristina Lerman, Amin Mantrach
Evolution of Conversations in the Age of Email Overload. CoRR (2015)
Janani Kalyanam, Amin Mantrach, Diego Sáez-Trumper, Hossein Vahabi, Gert R. G. Lanckriet
Leveraging Social Context for Modeling Topic Evolution. KDD (2015)
Carlos A. Colmenares, Marina Litvak, Amin Mantrach, Fabrizio Silvestri
HEADS: Headline Generation as Sequence Prediction Using an Abstract Feature-Rich Space. HLT-NAACL (2015)
Robin Devooght, Nicolas Kourtellis, Amin Mantrach
Dynamic Matrix Factorization with Priors on Unknown Values. CoRR (2015)
Robin Devooght, Amin Mantrach, Ilkka Kivimäki, Hugues Bersini, Alejandro Jaimes, Marco Saerens
Random walks based modularity: application to semi-supervised learning. WWW (2014)
Carmen K. Vaca, Amin Mantrach, Alejandro Jaimes, Marco Saerens
A time-based collective factorization for topic discovery and monitoring in news. WWW (2014)
Thomas Risse, Elena Demidova, Stefan Dietze, Wim Peters, Nikolaos Papailiou, Katerina Doka, Yannis Stavrakas, Vassilis Plachouras, Pierre Senellart, Florent Carpentier, Amin Mantrach, Bogdan Cautis, Patrick Siehndel, Dimitris Spiliotopoulos
The ARCOMEM Architecture for Social- and Semantic-Driven Web Archiving. Future Internet 6 (4) (2014)
Martin Saveski, Amin Mantrach
Item cold-start recommendations: learning local collective embeddings. RecSys (2014)
Mathieu Senelle, Silvia García-Díez, Amin Mantrach, Masashi Shimbo, Marco Saerens, François Fouss
The Sum-over-Forests Density Index: Identifying Dense Regions in a Graph. IEEE Trans. Pattern Anal. Mach. Intell. 36 (6) (2014)
Martin Saveski, Daniele Quercia, Amin Mantrach
The Geography of Online News Engagement. SocInfo (2014)
Mathieu Senelle, Silvia García-Díez, Amin Mantrach, Masashi Shimbo, Marco Saerens, François Fouss
The Sum-over-Forests density index: identifying dense regions in a graph CoRR (2013)
Amin Mantrach, Jean-Michel Renders
Extension of the Rocchio Classification Method to Multi-modal Categorization of Documents in Social Media. ECML/PKDD (1) (2012)
Amin Mantrach, Jean-Michel Renders
A Mailbox Search Engine Using Query Multi-modal Expansion and Community-Based Smoothing. ECIR (2012)
Amin Mantrach, Jean-Michel Renders
A General Framework for People Retrieval in Social Media with Multiple Roles. ECIR (2012)
Amin Mantrach, Nicolas van Zeebroeck, Pascal Francq, Masashi Shimbo, Hugues Bersini, Marco Saerens
Semi-supervised classification and betweenness computation on large, sparse, directed graphs. Pattern Recognit. 44 (6) (2011)
Amin Mantrach, Jean-Michel Renders
People Retrieval Leveraging Textual and Social Data. KDIR (2011)
Amin Mantrach, Luh Yen, Jérôme Callut, Kevin Françoisse, Masashi Shimbo, Marco Saerens
The Sum-over-Paths Covariance Kernel: A Novel Covariance Measure between Nodes of a Directed Graph. IEEE Trans. Pattern Anal. Mach. Intell. 32 (6) (2010)
Luh Yen, Marco Saerens, Amin Mantrach, Masashi Shimbo
A family of dissimilarity measures between nodes generalizing both the shortest-path and the commute-time distances. KDD (2008)