Code

Frontal Object Perception (FOP) and Moving Object Classification (MOC)
R. Omar Chavez-Garcia, Trung-Dung Vu, Olivier Aycard In collaboration with TRW Automotive and Centro Ricerche Fiat (CRF) S.C.p.A.

Communication over the network of current scans of the installed sensors on the robot: lidar, camera, infrared
Trung-Dung VU, R. Omar CHAVEZ-GARCIA

This tool uses NLP (e.g., Word2Vec) to select a smaller, more efficient test suite while preserving fault detection capability, reducing testing time.
Bahareh Afshinpour, Roland Groz, Massih-Reza Amini, Yves Ledru, Catherine Oriat

This project identifies “Bug-Zone” areas in log files to help detect faults in resource-limited embedded systems that handle large network data but lack storage for debugging.
Bahareh Afshinpour, Roland Groz, Massih-Reza Amini

Generalization Guarantees of Self-Training of Halfspaces under Label Noise Corruption
Lies Hadjadj, Massih-Reza Amini, and Sana Louhichi

Efficient Initial Data Selection and Labeling for Multi-Class Classification Using Topological Analysis
Lies Hadjadj, Emilie Devijver, Rémi Molinier, and Massih-Reza Amini.

This semi-supervised framework iteratively assigns pseudo-labels to unlabeled data using a transductive bound. It builds on any probabilistic classifier; here, a random forest is used.
Vasilii Feofanov, Emilie Devijver and Massih-Reza Amini

Creating Clustered Comparable Corpora from Wikipedia with Different Fuzziness Levels and Language Representativity
Anna Laskina, Eric Gaussier, Gaelle Calvary

A Closer Look at Clustering Bilingual Comparable Corpora
Anna Laskina, Eric Gaussier, Gaelle Calvary

Deep k-Means: Jointly clustering with k-Means and learning representations
Maziar Moradi Fard, Thibaut Thonet, and Eric Gaussier

KeyBLD: Selecting Key Blocks with Local Pre-ranking for Long Document Information Retrieval
Minghan Li and Eric Gaussier

Survey and Evaluation of Causal Discovery Methods for Time Series
Charles K. Assaad, Emilie Devijver, Eric Gaussier

Causal Discovery of Extended Summary Graphs in Time Series
Charles K. Assaad, Emilie Devijver, Eric Gaussier

A Conditional Mutual Information Estimator for Mixed Data and an Associated Conditional Independence Test
Lei Zan, Anouar Meynaoui, Charles K. Assaad, Emilie Devijver, and Eric Gaussier

On the Fly Detection of Root Causes from Observed Data with Application to IT Systems
Lei Zan, Charles K. Assaad, Emilie Devijver, and Eric Gaussier

Wrapper feature selection with partially labeled data
Vasilii Feofanov, Emilie Devijver and Massih-Reza Amini