Amin Mantrach

Researcher, Amazon

Joined

July 2019

Names

Amin Mantrach (Preferred)

Emails

****@yahoo.com (Confirmed)

****@amazon.lu (Confirmed)

Personal Links

Google Scholar

DBLP

Semantic Scholar

Career & Education History

Researcher

Amazon (amazon.com)

2020 – Present

Researcher

Criteo (criteo.com)

2017 – 2020

Researcher

Yahoo (yahoo-inc.com)

2012 – 2017

Postdoc

Xerox Research Centre Europe, Xerox (xrce.xerox.com)

2010 – 2012

PhD student

Université Libre de Bruxelles (ulb.ac.be)

2006 – 2010

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

The Majority Vote Paradigm Shift: When Popular Meets Optimal
Antonio Purificato, Maria Sofia Bucarelli, Anil Kumar Nelakanti, Andrea Bacciu, Fabrizio Silvestri, Amin Mantrach
- AISTATS 2026 Poster
- Readers: Everyone
Monte Carlo Temperature: a robust sampling strategy for LLM's uncertainty quantification methods
Nicola Cecere, Andrea Bacciu, Ignacio Fernández-Tobías, Amin Mantrach
- QUESTION Poster
- Readers: Everyone
Enlisting the Public to Build a Healthier Web Information Commons
Amin Mantrach, Fabrizio Silvestri
- 2019 (modified: 12 Nov 2022)
- WWW 2019
- Readers: Everyone
Deep Character-Level Click-Through Rate Prediction for Sponsored Search
Bora Edizel, Amin Mantrach, Xiao Bai
- 2017 (modified: 11 Nov 2022)
- SIGIR 2017
- Readers: Everyone
How to Compete Online for News Audience: Modeling Words that Attract Clicks
Joon Hee Kim, Amin Mantrach, Alejandro Jaimes, Alice H. Oh
- 2016 (modified: 12 Nov 2022)
- KDD 2016
- Readers: Everyone
Evolution of Conversations in the Age of Email Overload
Farshad Kooti, Luca Maria Aiello, Mihajlo Grbovic, Kristina Lerman, Amin Mantrach
- 2015 (modified: 12 Nov 2022)
- WWW 2015
- Readers: Everyone
HEADS: Headline Generation as Sequence Prediction Using an Abstract Feature-Rich Space
Carlos A. Colmenares, Marina Litvak, Amin Mantrach, Fabrizio Silvestri
- 2015 (modified: 16 Jul 2019)
- HLT-NAACL 2015
- Readers: Everyone
Leveraging Social Context for Modeling Topic Evolution
Janani Kalyanam, Amin Mantrach, Diego Sáez-Trumper, Hossein Vahabi, Gert R. G. Lanckriet
- 2015 (modified: 16 Jul 2019)
- KDD 2015
- Readers: Everyone
Dynamic Matrix Factorization with Priors on Unknown Values
Robin Devooght, Nicolas Kourtellis, Amin Mantrach
- 2015 (modified: 12 Nov 2022)
- KDD 2015
- Readers: Everyone
Random walks based modularity: application to semi-supervised learning
Robin Devooght, Amin Mantrach, Ilkka Kivimäki, Hugues Bersini, Alejandro Jaimes, Marco Saerens
- 2014 (modified: 12 Nov 2022)
- WWW 2014
- Readers: Everyone

View all 14 publications

Co-Authors

View all 35 co-authors