MAGNET - 2018 - Annual activity report

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MAGNET

MAGNET - 2018

Project-Team Magnet

Team, Visitors, External Collaborators

Overall Objectives

Presentation

Research Program

Application Domains

Domain 1

Highlights of the Year

New Software and Platforms

New Results

On the Bernstein-Hoeffding Method
IncGraph: Incremental graphlet counting for topology optimisation
Graph sampling with applications to estimating the number of pattern embeddings and the parameters of a statistical relational model
A machine learning based framework to identify and classify long terminal repeat retrotransposons
A Distributed Frank-Wolfe Framework for Learning Low-Rank Matrices with the Trace Norm
Personalized and Private Peer-to-Peer Machine Learning
Hiding in the Crowd: A Massively Distributed Algorithm for Private Averaging with Malicious Adversaries
A Probabilistic Model for Joint Learning of Word Embeddings from Texts and Images
A Framework for Understanding the Role of Morphology in Universal Dependency Parsing
Online Reciprocal Recommendation with Theoretical Performance Guarantees
On Similarity Prediction and Pairwise Clustering
A Probabilistic Theory of Supervised Similarity Learning for Pointwise ROC Curve Optimization
Escaping the Curse of Dimensionality in Similarity Learning: Efficient Frank-Wolfe Algorithm and Generalization Bounds
Nonstochastic Bandits with Composite Anonymous Feedback

Bilateral Contracts and Grants with Industry

Partnerships and Cooperations

Dissemination

Bibliography

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Section: Dissemination

Popularization

Internal or external Inria responsibilities

Aurélien Bellet is the scientific mediation contact for Inria Lille center.
Pascal Denis served as committee member on the Inria Lille Commission Emploi Recherche (CER).
Pascal Denis also served as committee member on Commission de Développement Technologique (CDT).
Pascal Denis is administrator of Inria membership to Linguistic Data Consortium (LDC).

Articles and contents

Aurélien Bellet and Marc Tommasi provided expertise for an upcoming TV program on Arte about new technologies.

Interventions

National events: Jan Ramon and Marc Tommasi participate to a round-table meeting at the Fête des libertés numériques for the RGPD day (https://www.meshs.fr/page/donnees_personnelles_et_droits_et_libertes_numeriques).
In educational institutions: Marc Tommasi gave a talk on privacy and machine learning in Journées polytech (http://www.polytech-lille.fr/big-data-machine-mearning-p11419.html#.WqlHjExFxPb).

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