Amin Mantrach

42 papers A* 12A 4Journal 18Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Cross-Lingual LLM-Judge Transfer via Evaluation Decomposition.
CoRR
Ivaxi Sheth, Zeno Jonke, Amin Mantrach, Saab Mansour
2026 — conf
Multilingual Self-Taught Faithfulness Evaluators.
EACL (Findings)
Carlo Alfano, Aymen Al Marjani, Zeno Jonke, Amin Mantrach, Saab Mansour, Marcello Federico
2026 J jnl
Select, Label, Evaluate: Active Testing in NLP.
CoRR
Antonio Purificato, Maria Sofia Bucarelli, Andrea Bacciu, Amin Mantrach, Fabrizio Silvestri
2025 — conf
Diverse Minds, Collective Mission: Surveying the Development of a participative EDI Manifesto.
EDBT/ICDT Workshops
Matteo Berta, Amin Mantrach, Tania Cerquitelli
2025 J jnl
Monte Carlo Temperature: a robust sampling strategy for LLM's uncertainty quantification methods.
CoRR
Nicola Cecere, Andrea Bacciu, Ignacio Fernández-Tobías, Amin Mantrach
2025 J jnl
Multilingual Self-Taught Faithfulness Evaluators.
CoRR
Carlo Alfano, Aymen Al Marjani, Zeno Jonke, Amin Mantrach, Saab Mansour, Marcello Federico
2025 J jnl
The Majority Vote Paradigm Shift: When Popular Meets Optimal.
CoRR
Antonio Purificato, Maria Sofia Bucarelli, Anil Kumar Nelakanti, Andrea Bacciu, Fabrizio Silvestri, Amin Mantrach
2024 A* conf
Equity, Diversity & Inclusion (EDI): Special Day at ACM KDD 2024.
KDD
Tania Cerquitelli, Amin Mantrach
2023 A* conf
Leveraging Inter-Rater Agreement for Classification in the Presence of Noisy Labels.
CVPR
Maria Sofia Bucarelli, Lucas Cassano, Federico Siciliano, Amin Mantrach, Fabrizio Silvestri
2021 J jnl
Position-Aware Deep Character-Level CTR Prediction for Sponsored Search.
IEEE Trans. Knowl. Data Eng.
Xiao Bai, Reza Abasi, Bora Edizel, Amin Mantrach
2021 J jnl
Unsupervised domain adaptation with non-stochastic missing data.
CoRR
Matthieu Kirchmeyer, Patrick Gallinari, Alain Rakotomamonjy, Amin Mantrach
2021 J jnl
Unsupervised domain adaptation with non-stochastic missing data.
Data Min. Knowl. Discov.
Matthieu Kirchmeyer, Patrick Gallinari, Alain Rakotomamonjy, Amin Mantrach
2020 — conf
Improving News Personalization Through Search Logs.
BIAS
Xiao Bai, Berkant Barla Cambazoglu, Francesco Gullo, Amin Mantrach, Fabrizio Silvestri
2019 A* conf
Enlisting the Public to Build a Healthier Web Information Commons.
WWW
Amin Mantrach, Fabrizio Silvestri
2019 A* ed.
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019
WWW
Ling Liu, Ryen W. White, Amin Mantrach, Fabrizio Silvestri, Julian J. McAuley, Ricardo Baeza-Yates, Leila Zia
2017 J jnl
A bag-of-paths framework for network data analysis.
Neural Networks
Kevin Françoisse, Ilkka Kivimäki, Amin Mantrach, Fabrice Rossi, Marco Saerens
2017 A* conf
Deep Character-Level Click-Through Rate Prediction for Sponsored Search.
SIGIR
Bora Edizel, Amin Mantrach, Xiao Bai
2017 J jnl
Deep Character-Level Click-Through Rate Prediction for Sponsored Search.
CoRR
Bora Edizel, Amin Mantrach, Xiao Bai
2017 J jnl
Exploiting search history of users for news personalization.
Inf. Sci.
Xiao Bai, Berkant Barla Cambazoglu, Francesco Gullo, Amin Mantrach, Fabrizio Silvestri
2016 A* conf
How to Compete Online for News Audience: Modeling Words that Attract Clicks.
KDD
Joon Hee Kim, Amin Mantrach, Alejandro Jaimes, Alice Oh
2016 — conf
Improving Profiles of Weakly-Engaged Users - With Applications to Recommender Systems.
CLEF
Gaurav Singh, Amin Mantrach, Fabrizio Silvestri
2016 A conf
The Role of Relevance in Sponsored Search.
CIKM
Luca Maria Aiello, Ioannis Arapakis, Ricardo Baeza-Yates, Xiao Bai, Nicola Barbieri, Amin Mantrach, Fabrizio Silvestri
2015 A* conf
Dynamic Matrix Factorization with Priors on Unknown Values.
KDD
Robin Devooght, Nicolas Kourtellis, Amin Mantrach
2015 J jnl
Dynamic Matrix Factorization with Priors on Unknown Values.
CoRR
Robin Devooght, Nicolas Kourtellis, Amin Mantrach
2015 A* conf
Evolution of Conversations in the Age of Email Overload.
WWW
Farshad Kooti, Luca Maria Aiello, Mihajlo Grbovic, Kristina Lerman, Amin Mantrach
2015 J jnl
Evolution of Conversations in the Age of Email Overload.
CoRR
Farshad Kooti, Luca Maria Aiello, Mihajlo Grbovic, Kristina Lerman, Amin Mantrach
2015 — conf
HEADS: Headline Generation as Sequence Prediction Using an Abstract Feature-Rich Space.
HLT-NAACL
Carlos A. Colmenares, Marina Litvak, Amin Mantrach, Fabrizio Silvestri
2015 A* conf
Leveraging Social Context for Modeling Topic Evolution.
KDD
Janani Kalyanam, Amin Mantrach, Diego Sáez-Trumper, Hossein Vahabi, Gert R. G. Lanckriet
2014 A* conf
A time-based collective factorization for topic discovery and monitoring in news.
WWW
Carmen K. Vaca, Amin Mantrach, Alejandro Jaimes, Marco Saerens
2014 A conf
Item cold-start recommendations: learning local collective embeddings.
RecSys
Martin Saveski, Amin Mantrach
2014 A* conf
Random walks based modularity: application to semi-supervised learning.
WWW
Robin Devooght, Amin Mantrach, Ilkka Kivimäki, Hugues Bersini, Alejandro Jaimes, Marco Saerens
2014 J jnl
The ARCOMEM Architecture for Social- and Semantic-Driven Web Archiving.
Future Internet
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
2014 — conf
The Geography of Online News Engagement.
SocInfo
Martin Saveski, Daniele Quercia, Amin Mantrach
2014 J jnl
The Sum-over-Forests Density Index: Identifying Dense Regions in a Graph.
IEEE Trans. Pattern Anal. Mach. Intell.
Mathieu Senelle, Silvia García-Díez, Amin Mantrach, Masashi Shimbo, Marco Saerens, François Fouss
2013 J jnl
The Sum-over-Forests density index: identifying dense regions in a graph
CoRR
Mathieu Senelle, Silvia García-Díez, Amin Mantrach, Masashi Shimbo, Marco Saerens, François Fouss
2012 A conf
A General Framework for People Retrieval in Social Media with Multiple Roles.
ECIR
Amin Mantrach, Jean-Michel Renders
2012 A conf
A Mailbox Search Engine Using Query Multi-modal Expansion and Community-Based Smoothing.
ECIR
Amin Mantrach, Jean-Michel Renders
2012 — conf
Extension of the Rocchio Classification Method to Multi-modal Categorization of Documents in Social Media.
ECML/PKDD (1)
Amin Mantrach, Jean-Michel Renders
2011 — conf
People Retrieval Leveraging Textual and Social Data.
KDIR
Amin Mantrach, Jean-Michel Renders
2011 J jnl
Semi-supervised classification and betweenness computation on large, sparse, directed graphs.
Pattern Recognit.
Amin Mantrach, Nicolas van Zeebroeck, Pascal Francq, Masashi Shimbo, Hugues Bersini, Marco Saerens
2010 J jnl
The Sum-over-Paths Covariance Kernel: A Novel Covariance Measure between Nodes of a Directed Graph.
IEEE Trans. Pattern Anal. Mach. Intell.
Amin Mantrach, Luh Yen, Jérôme Callut, Kevin Françoisse, Masashi Shimbo, Marco Saerens
2008 A* conf
A family of dissimilarity measures between nodes generalizing both the shortest-path and the commute-time distances.
KDD
Luh Yen, Marco Saerens, Amin Mantrach, Masashi Shimbo