Amin Mantrach

According to our database, Amin Mantrach authored at least 29 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Equity, Diversity & Inclusion (EDI): Special Day at ACM KDD 2024.

Tania Cerquitelli, Amin Mantrach

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

2023

Leveraging Inter-Rater Agreement for Classification in the Presence of Noisy Labels.

Maria Sofia Bucarelli, Lucas Cassano, Federico Siciliano, Amin Mantrach, Fabrizio Silvestri

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2021

Position-Aware Deep Character-Level CTR Prediction for Sponsored Search.

Xiao Bai, Reza Abasi, Bora Edizel, Amin Mantrach

IEEE Trans. Knowl. Data Eng., 2021

Unsupervised domain adaptation with non-stochastic missing data.

Matthieu Kirchmeyer, Patrick Gallinari, Alain Rakotomamonjy, Amin Mantrach

Data Min. Knowl. Discov., 2021

2020

Improving News Personalization Through Search Logs.

Xiao Bai, Berkant Barla Cambazoglu, Francesco Gullo, Amin Mantrach, Fabrizio Silvestri

Proceedings of the Bias and Social Aspects in Search and Recommendation, 2020

2019

Enlisting the Public to Build a Healthier Web Information Commons.

Amin Mantrach, Fabrizio Silvestri

Proceedings of the World Wide Web Conference, 2019

2017

A bag-of-paths framework for network data analysis.

Kevin Françoisse, Ilkka Kivimäki, Amin Mantrach, Fabrice Rossi, Marco Saerens

Neural Networks, 2017

Exploiting search history of users for news personalization.

Xiao Bai, Berkant Barla Cambazoglu, Francesco Gullo, Amin Mantrach, Fabrizio Silvestri

Inf. Sci., 2017

Deep Character-Level Click-Through Rate Prediction for Sponsored Search.

Bora Edizel, Amin Mantrach, Xiao Bai

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

2016

How to Compete Online for News Audience: Modeling Words that Attract Clicks.

Joon Hee Kim, Amin Mantrach, Alejandro Jaimes, Alice Oh

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Improving Profiles of Weakly-Engaged Users - With Applications to Recommender Systems.

Gaurav Singh, Amin Mantrach, Fabrizio Silvestri

Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2016

The Role of Relevance in Sponsored Search.

Luca Maria Aiello, Ioannis Arapakis, Ricardo Baeza-Yates, Xiao Bai, Nicola Barbieri, Amin Mantrach, Fabrizio Silvestri

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

2015

Evolution of Conversations in the Age of Email Overload.

Farshad Kooti, Luca Maria Aiello, Mihajlo Grbovic, Kristina Lerman, Amin Mantrach

Proceedings of the 24th International Conference on World Wide Web, 2015

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

Carlos A. Colmenares, Marina Litvak, Amin Mantrach, Fabrizio Silvestri

Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015

Leveraging Social Context for Modeling Topic Evolution.

Janani Kalyanam, Amin Mantrach, Diego Sáez-Trumper, Hossein Vahabi, Gert R. G. Lanckriet

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Dynamic Matrix Factorization with Priors on Unknown Values.

Robin Devooght, Nicolas Kourtellis, Amin Mantrach

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

2014

The Sum-over-Forests Density Index: Identifying Dense Regions in a Graph.

Mathieu Senelle, Silvia García-Díez, Amin Mantrach, Masashi Shimbo, Marco Saerens, François Fouss

IEEE Trans. Pattern Anal. Mach. Intell., 2014

The ARCOMEM Architecture for Social- and Semantic-Driven Web Archiving.

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

Future Internet, 2014

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

Carmen K. Vaca, Amin Mantrach, Alejandro Jaimes, Marco Saerens

Proceedings of the 23rd International World Wide Web Conference, 2014

Random walks based modularity: application to semi-supervised learning.

Robin Devooght, Amin Mantrach, Ilkka Kivimäki, Hugues Bersini, Alejandro Jaimes, Marco Saerens

Proceedings of the 23rd International World Wide Web Conference, 2014

The Geography of Online News Engagement.

Martin Saveski, Daniele Quercia, Amin Mantrach

Proceedings of the Social Informatics, 2014

Item cold-start recommendations: learning local collective embeddings.

Martin Saveski, Amin Mantrach

Proceedings of the Eighth ACM Conference on Recommender Systems, 2014

2012

Extension of the Rocchio Classification Method to Multi-modal Categorization of Documents in Social Media.

Amin Mantrach, Jean-Michel Renders

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012

A Mailbox Search Engine Using Query Multi-modal Expansion and Community-Based Smoothing.

Amin Mantrach, Jean-Michel Renders

Proceedings of the Advances in Information Retrieval, 2012

A General Framework for People Retrieval in Social Media with Multiple Roles.

Amin Mantrach, Jean-Michel Renders

Proceedings of the Advances in Information Retrieval, 2012

2011

Semi-supervised classification and betweenness computation on large, sparse, directed graphs.

Amin Mantrach, Nicolas van Zeebroeck, Pascal Francq, Masashi Shimbo, Hugues Bersini, Marco Saerens

Pattern Recognit., 2011

People Retrieval Leveraging Textual and Social Data.

Amin Mantrach, Jean-Michel Renders

Proceedings of the KDIR 2011, 2011

2010

The Sum-over-Paths Covariance Kernel: A Novel Covariance Measure between Nodes of a Directed Graph.

Amin Mantrach, Luh Yen, Jérôme Callut, Kevin Françoisse, Masashi Shimbo, Marco Saerens

IEEE Trans. Pattern Anal. Mach. Intell., 2010

2008

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

Luh Yen, Marco Saerens, Amin Mantrach, Masashi Shimbo

Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008