| 2023 | IJCAI | Online Certification of Preference-Based Fairness for Personalized Recommender Systems (Extended Abstract). | Virginie Do, Sam Corbett-Davies, Jamal Atif, Nicolas Usunier |
| 2022 | AAAI | Online Certification of Preference-Based Fairness for Personalized Recommender Systems. | Virginie Do, Sam Corbett-Davies, Jamal Atif, Nicolas Usunier |
| 2021 | AAAI | On Lipschitz Regularization of Convolutional Layers using Toeplitz Matrix Theory. | Alexandre Araujo, Benjamin Ngrevergne, Yann Chevaleyre, Jamal Atif |
| 2021 | AISTATS | Equitable and Optimal Transport with Multiple Agents. | Meyer Scetbon, Laurent Meunier, Jamal Atif, Marco Cuturi |
| 2021 | ICML | Mixed Nash Equilibria in the Adversarial Examples Game. | Laurent Meunier, Meyer Scetbon, Rafael Pinot, Jamal Atif, Yann Chevaleyre |
| 2021 | IJCAI | Online Selection of Diverse Committees. | Virginie Do, Jamal Atif, Jrme Lang, Nicolas Usunier |
| 2020 | ECAI | Understanding and Training Deep Diagonal Circulant Neural Networks. | Alexandre Araujo, Benjamin Ngrevergne, Yann Chevaleyre, Jamal Atif |
| 2020 | ESANN | Estimating Individual Treatment Effects through Causal Populations Identification. | Cline Beji, Eric Benhamou, Michal Bon, Florian Yger, Jamal Atif |
| 2020 | ICML | Randomization matters How to defend against strong adversarial attacks. | Rafael Pinot, Raphael Ettedgui, Geovani Rizk, Yann Chevaleyre, Jamal Atif |
| 2020 | ICPR | Detecting and adapting to crisis pattern with context based Deep Reinforcement Learning. | Eric Benhamou, David Saltiel, Jean-Jacques Ohana, Jamal Atif |
| 2018 | ECCV | Training Compact Deep Learning Models for Video Classification Using Circulant Matrices. | Alexandre Araujo, Benjamin Ngrevergne, Yann Chevaleyre, Jamal Atif |
| 2018 | ICASSP | Streaming Binary Sketching Based on Subspace Tracking and Diagonal Uniformization. | Anne Morvan, Antoine Souloumiac, Cdric Gouy-Pailler, Jamal Atif |
| 2018 | ICCS | Musical Descriptions Based on Formal Concept Analysis and Mathematical Morphology. | Carlos Agn, Moreno Andreatta, Jamal Atif, Isabelle Bloch, Pierre Mascarade |
| 2018 | UAI | Graph-based Clustering under Differential Privacy. | Rafael Pinot, Anne Morvan, Florian Yger, Cdric Gouy-Pailler, Jamal Atif |
| 2018 | SDM | Graph sketching-based Space-efficient Data Clustering. | Anne Morvan, Krzysztof Choromanski, Cdric Gouy-Pailler, Jamal Atif |
| 2017 | AISTATS | Structured adaptive and random spinners for fast machine learning computations. | Mariusz Bojarski, Anna Choromanska, Krzysztof Choromanski, Francois Fagan, Cdric Gouy-Pailler, Anne Morvan, Nourhan Sakr, Tams Sarls, Jamal Atif |
| 2017 | ICDM | Online Learning of Acyclic Conditional Preference Networks from Noisy Data. | Fabien Labernia, Bruno Zanuttini, Brice Mayag, Florian Yger, Jamal Atif |
| 2017 | KI | Similarity and Contrast on Conceptual Spaces for Pertinent Description Generation. | Giovanni Sileno, Isabelle Bloch, Jamal Atif, Jean-Louis Dessalles |
| 2016 | ECAI | Efficient Semantic Tableau Generation for Abduction in Propositional Logic. | Yifan Yang, Ricardo de Aldama, Jamal Atif, Isabelle Bloch |
| 2015 | ICIAP | Fuzzy "Along" Spatial Relation in 3D. Application to Anatomical Structures in Maxillofacial CBCT. | Timothe Evain, Xavier Ripoche, Jamal Atif, Isabelle Bloch |
| 2015 | ISMM | Hausdorff Distances Between Distributions Using Optimal Transport and Mathematical Morphology. | Isabelle Bloch, Jamal Atif |
| 2015 | KI | Abductive Reasoning Using Tableau Methods for High-Level Image Interpretation. | Yifan Yang, Jamal Atif, Isabelle Bloch |
| 2014 | ECAI | Concept Dissimilarity Based on Tree Edit Distances and Morphological Dilations. | Felix Distel, Jamal Atif, Isabelle Bloch |
| 2014 | ECCV | ALC(𝔽): A New Description Logic for Spatial Reasoning in Images. | Cline Hudelot, Jamal Atif, Isabelle Bloch |
| 2014 | ICASSP | Subspace metrics for multivariate dictionaries and application to EEG. | Sylvain Chevallier, Quentin Barthlemy, Jamal Atif |
| 2014 | KR | Concept Dissimilarity with Triangle Inequality. | Felix Distel, Jamal Atif, Isabelle Bloch |
| 2013 | EUSFLAT | A fuzzy extension of explanatory relations based on mathematical morphology. | Jamal Atif, Isabelle Bloch, Felix Distel, Cline Hudelot |
| 2013 | EUSFLAT | Distance to bipolar information from morphological dilation. | Isabelle Bloch, Jamal Atif |
| 2013 | ICASSP | Multi-dimensional sparse structured signal approximation using split bregman iterations. | Yoann Isaac, Quentin Barthlemy, Jamal Atif, Cdric Gouy-Pailler, Michle Sebag |
| 2013 | ICFCA | Mathematical Morphology Operators over Concept Lattices. | Jamal Atif, Isabelle Bloch, Felix Distel, Cline Hudelot |
| 2010 | ECAI | Integrating Bipolar Fuzzy Mathematical Morphology in Description Logics for Spatial Reasoning. | Cline Hudelot, Jamal Atif, Isabelle Bloch |
| 2009 | ICIP | Copula-set measures on topographic maps for change detection. | Jamal Atif, Jrme Darbon |
| 2008 | ECAI | Sequential spatial reasoning in images based on pre-attention mechanisms and fuzzy attribute graphs. | Geoffroy Fouquier, Jamal Atif, Isabelle Bloch |
| 2008 | ECAI | Structure segmentation and recognition in images guided by structural constraint propagation. | Olivier Nempont, Jamal Atif, Elsa D. Angelini, Isabelle Bloch |
| 2007 | IJCAI | From Generic Knowledge to Specific Reasoning for Medical Image Interpretation Using Graph based Representations. | Jamal Atif, Cline Hudelot, Geoffroy Fouquier, Isabelle Bloch, Elsa D. Angelini |
| 2007 | ISVC | Kernel Fusion for Image Classification Using Fuzzy Structural Information. | Emanuel Aldea, Geoffroy Fouquier, Jamal Atif, Isabelle Bloch |
| 2005 | AICCSA | Classification of radiological exams and organs by belief theory. | Antoine Tarault, Jamal Atif, Xavier Ripoche, Patrick Bourdot, Angel Osorio |