Diverse Minds, Collective Mission: Surveying the Development of a participative EDI Manifesto. - Berta, Matteo; Mantrach, Amin; Cerquitelli, Tania (2025)

The Majority Vote Paradigm Shift: When Popular Meets Optimal. - Purificato, Antonio; Bucarelli, Maria Sofia; Nelakanti, Anil Kumar; Bacciu, Andrea; Silvestri, Fabrizio; Mantrach, Amin (CoRR, 2025)

Monte Carlo Temperature: a robust sampling strategy for LLM's uncertainty quantification methods. - Cecere, Nicola; Bacciu, Andrea; Fernández-Tobías, Ignacio; Mantrach, Amin (CoRR, 2025)

Equity, Diversity & Inclusion (EDI): Special Day at ACM KDD 2024. - Cerquitelli, Tania; Mantrach, Amin (2024)

Leveraging Inter-Rater Agreement for Classification in the Presence of Noisy Labels. - Bucarelli, Maria Sofia; Cassano, Lucas; Siciliano, Federico; Mantrach, Amin; Silvestri, Fabrizio (2023)

Unsupervised domain adaptation with non-stochastic missing data. - Kirchmeyer, Matthieu; Gallinari, Patrick; Rakotomamonjy, Alain; Mantrach, Amin (Data Min. Knowl. Discov., 2021)

Position-Aware Deep Character-Level CTR Prediction for Sponsored Search. - Bai, Xiao; Abasi, Reza; Edizel, Bora; Mantrach, Amin (IEEE Trans. Knowl. Data Eng., 2021)

Unsupervised domain adaptation with non-stochastic missing data. - Kirchmeyer, Matthieu; Gallinari, Patrick; Rakotomamonjy, Alain; Mantrach, Amin (CoRR, 2021)

Improving News Personalization Through Search Logs. - Bai, Xiao; Cambazoglu, Berkant Barla; Gullo, Francesco; Mantrach, Amin; Silvestri, Fabrizio (2020)

Enlisting the Public to Build a Healthier Web Information Commons. - Mantrach, Amin; Silvestri, Fabrizio (2019)

The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019 (ACM, 2019)

Exploiting search history of users for news personalization. - Bai, Xiao; Cambazoglu, Berkant Barla; Gullo, Francesco; Mantrach, Amin; Silvestri, Fabrizio (Inf. Sci., 2017)

A bag-of-paths framework for network data analysis. - Françoisse, Kevin; Kivimäki, Ilkka; Mantrach, Amin; Rossi, Fabrice; Saerens, Marco (Neural Networks, 2017)

Deep Character-Level Click-Through Rate Prediction for Sponsored Search. - Edizel, Bora; Mantrach, Amin; Bai, Xiao (2017)

Deep Character-Level Click-Through Rate Prediction for Sponsored Search. - Edizel, Bora; Mantrach, Amin; Bai, Xiao (CoRR, 2017)

The Role of Relevance in Sponsored Search. - Aiello, Luca Maria; Arapakis, Ioannis; Baeza-Yates, Ricardo; Bai, Xiao; Barbieri, Nicola; Mantrach, Amin; Silvestri, Fabrizio (2016)

Improving Profiles of Weakly-Engaged Users - With Applications to Recommender Systems. - Singh, Gaurav; Mantrach, Amin; Silvestri, Fabrizio (2016)

How to Compete Online for News Audience: Modeling Words that Attract Clicks. - Kim, Joon Hee; Mantrach, Amin; Jaimes, Alejandro; Oh, Alice (2016)

Dynamic Matrix Factorization with Priors on Unknown Values. - Devooght, Robin; Kourtellis, Nicolas; Mantrach, Amin (2015)

Leveraging Social Context for Modeling Topic Evolution. - Kalyanam, Janani; Mantrach, Amin; Sáez-Trumper, Diego; Vahabi, Hossein; Lanckriet, Gert R. G. (2015)

HEADS: Headline Generation as Sequence Prediction Using an Abstract Feature-Rich Space. - Colmenares, Carlos A.; Litvak, Marina; Mantrach, Amin; Silvestri, Fabrizio (2015)

Evolution of Conversations in the Age of Email Overload. - Kooti, Farshad; Aiello, Luca Maria; Grbovic, Mihajlo; Lerman, Kristina; Mantrach, Amin (2015)

Evolution of Conversations in the Age of Email Overload. - Kooti, Farshad; Aiello, Luca Maria; Grbovic, Mihajlo; Lerman, Kristina; Mantrach, Amin (CoRR, 2015)

Dynamic Matrix Factorization with Priors on Unknown Values. - Devooght, Robin; Kourtellis, Nicolas; Mantrach, Amin (CoRR, 2015)

The ARCOMEM Architecture for Social- and Semantic-Driven Web Archiving. - Risse, Thomas; Demidova, Elena; Dietze, Stefan; Peters, Wim; Papailiou, Nikolaos; Doka, Katerina; Stavrakas, Yannis; Plachouras, Vassilis; Senellart, Pierre; Carpentier, Florent; Mantrach, Amin; Cautis, Bogdan; et al. (Future Internet, 2014)

The Sum-over-Forests Density Index: Identifying Dense Regions in a Graph. - Senelle, Mathieu; García-Díez, Silvia; Mantrach, Amin; Shimbo, Masashi; Saerens, Marco; Fouss, François (IEEE Trans. Pattern Anal. Mach. Intell., 2014)

Item cold-start recommendations: learning local collective embeddings. - Saveski, Martin; Mantrach, Amin (2014)

The Geography of Online News Engagement. - Saveski, Martin; Quercia, Daniele; Mantrach, Amin (2014)

Random walks based modularity: application to semi-supervised learning. - Devooght, Robin; Mantrach, Amin; Kivimäki, Ilkka; Bersini, Hugues; Jaimes, Alejandro; Saerens, Marco (2014)

A time-based collective factorization for topic discovery and monitoring in news. - Vaca, Carmen K.; Mantrach, Amin; Jaimes, Alejandro; Saerens, Marco (2014)

The Sum-over-Forests density index: identifying dense regions in a graph - Senelle, Mathieu; García-Díez, Silvia; Mantrach, Amin; Shimbo, Masashi; Saerens, Marco; Fouss, François (CoRR, 2013)

A General Framework for People Retrieval in Social Media with Multiple Roles. - Mantrach, Amin; Renders, Jean-Michel (2012)

A Mailbox Search Engine Using Query Multi-modal Expansion and Community-Based Smoothing. - Mantrach, Amin; Renders, Jean-Michel (2012)

Extension of the Rocchio Classification Method to Multi-modal Categorization of Documents in Social Media. - Mantrach, Amin; Renders, Jean-Michel (2012)

Semi-supervised classification and betweenness computation on large, sparse, directed graphs. - Mantrach, Amin; Zeebroeck, Nicolas van; Francq, Pascal; Shimbo, Masashi; Bersini, Hugues; Saerens, Marco (Pattern Recognit., 2011)

People Retrieval Leveraging Textual and Social Data. - Mantrach, Amin; Renders, Jean-Michel (2011)

The Sum-over-Paths Covariance Kernel: A Novel Covariance Measure between Nodes of a Directed Graph. - Mantrach, Amin; Yen, Luh; Callut, Jérôme; Françoisse, Kevin; Shimbo, Masashi; Saerens, Marco (IEEE Trans. Pattern Anal. Mach. Intell., 2010)

A family of dissimilarity measures between nodes generalizing both the shortest-path and the commute-time distances. - Yen, Luh; Saerens, Marco; Mantrach, Amin; Shimbo, Masashi (2008)