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Jamal Atif
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2020 – today
- 2023
- [c58]Virginie Do, Sam Corbett-Davies, Jamal Atif, Nicolas Usunier:
Online Certification of Preference-Based Fairness for Personalized Recommender Systems (Extended Abstract). IJCAI 2023: 6426-6430 - [c57]Raphael Krief, Eric Benhamou, Beatrice Guez, Jean-Jacques Ohana, David Saltiel, Rida Laraki, Jamal Atif:
FSDA: Tackling Tail-Event Analysis in Imbalanced Time Series Data with Feature Selection and Data Augmentation. LIDTA 2023: 45-58 - [i37]Ilana Sebag, Muni Sreenivas Pydi, Jean-Yves Franceschi, Alain Rakotomamonjy, Mike Gartrell, Jamal Atif, Alexandre Allauzen:
Differentially Private Gradient Flow based on the Sliced Wasserstein Distance for Non-Parametric Generative Modeling. CoRR abs/2312.08227 (2023) - 2022
- [j15]Rafael Pinot
, Laurent Meunier, Florian Yger, Cédric Gouy-Pailler, Yann Chevaleyre, Jamal Atif:
On the robustness of randomized classifiers to adversarial examples. Mach. Learn. 111(9): 3425-3457 (2022) - [c56]Virginie Do, Sam Corbett-Davies, Jamal Atif, Nicolas Usunier:
Online Certification of Preference-Based Fairness for Personalized Recommender Systems. AAAI 2022: 6532-6540 - [c55]Laurent Meunier, Raphael Ettedgui, Rafael Pinot, Yann Chevaleyre, Jamal Atif:
Towards Consistency in Adversarial Classification. NeurIPS 2022 - [i36]Laurent Meunier, Raphaël Ettedgui, Rafael Pinot, Yann Chevaleyre, Jamal Atif:
Towards Consistency in Adversarial Classification. CoRR abs/2205.10022 (2022) - [i35]Raphael Ettedgui, Alexandre Araujo
Towards Evading the Limits of Randomized Smoothing: A Theoretical Analysis. CoRR abs/2206.01715 (2022) - 2021
- [c54]Alexandre Araujo, Benjamin Négrevergne, Yann Chevaleyre, Jamal Atif:
On Lipschitz Regularization of Convolutional Layers using Toeplitz Matrix Theory. AAAI 2021: 6661-6669 - [c53]Meyer Scetbon, Laurent Meunier, Jamal Atif, Marco Cuturi:
Equitable and Optimal Transport with Multiple Agents. AISTATS 2021: 2035-2043 - [c52]Laurent Meunier, Meyer Scetbon, Rafael Pinot, Jamal Atif, Yann Chevaleyre:
Mixed Nash Equilibria in the Adversarial Examples Game. ICML 2021: 7677-7687 - [c51]Virginie Do, Jamal Atif, Jérôme Lang, Nicolas Usunier:
Online Selection of Diverse Committees. IJCAI 2021: 154-160 - [c50]Virginie Do, Sam Corbett-Davies, Jamal Atif, Nicolas Usunier:
Two-sided fairness in rankings via Lorenz dominance. NeurIPS 2021: 8596-8608 - [i34]Laurent Meunier, Meyer Scetbon, Rafael Pinot, Jamal Atif, Yann Chevaleyre:
Mixed Nash Equilibria in the Adversarial Examples Game. CoRR abs/2102.06905 (2021) - [i33]Rafael Pinot, Laurent Meunier, Florian Yger, Cédric Gouy-Pailler, Yann Chevaleyre, Jamal Atif:
On the robustness of randomized classifiers to adversarial examples. CoRR abs/2102.10875 (2021) - [i32]Virginie Do, Sam Corbett-Davies, Jamal Atif, Nicolas Usunier:
Online certification of preference-based fairness for personalized recommender systems. CoRR abs/2104.14527 (2021) - [i31]Virginie Do, Jamal Atif, Jérôme Lang, Nicolas Usunier:
Online Selection of Diverse Committees. CoRR abs/2105.09295 (2021) - [i30]Virginie Do, Sam Corbett-Davies, Jamal Atif, Nicolas Usunier:
Two-sided fairness in rankings via Lorenz dominance. CoRR abs/2110.15781 (2021) - [i29]Céline Beji, Florian Yger, Jamal Atif:
Non parametric estimation of causal populations in a counterfactual scenario. CoRR abs/2112.04288 (2021) - 2020
- [c49]Alexandre Araujo
Understanding and Training Deep Diagonal Circulant Neural Networks. ECAI 2020: 945-952 - [c48]Céline Beji, Eric Benhamou, Michaël Bon, Florian Yger, Jamal Atif:
Estimating Individual Treatment Effects through Causal Populations Identification. ESANN 2020: 43-48 - [c47]Rafael Pinot, Raphael Ettedgui, Geovani Rizk, Yann Chevaleyre, Jamal Atif:
Randomization matters How to defend against strong adversarial attacks. ICML 2020: 7717-7727 - [c46]Eric Benhamou, David Saltiel, Jean-Jacques Ohana, Jamal Atif:
Detecting and adapting to crisis pattern with context based Deep Reinforcement Learning. ICPR 2020: 10050-10057 - [c45]David Saltiel, Eric Benhamou, Rida Laraki, Jamal Atif:
Trade Selection with Supervised Learning and Optimal Coordinate Ascent (OCA). MIDAS@PKDD/ECML 2020: 1-15 - [c44]Eric Benhamou, David Saltiel, Jean-Jacques Ohana, Jamal Atif, Rida Laraki:
Deep Reinforcement Learning (DRL) for Portfolio Allocation. ECML/PKDD (5) 2020: 527-531 - [i28]Rafael Pinot, Raphael Ettedgui, Geovani Rizk, Yann Chevaleyre, Jamal Atif:
Randomization matters. How to defend against strong adversarial attacks. CoRR abs/2002.11565 (2020) - [i27]Céline Beji, Michaël Bon, Florian Yger, Jamal Atif:
Estimating Individual Treatment Effects through Causal Populations Identification. CoRR abs/2004.05013 (2020) - [i26]Meyer Scetbon, Laurent Meunier, Jamal Atif, Marco Cuturi:
Handling Multiple Costs in Optimal Transport: Strong Duality and Efficient Computation. CoRR abs/2006.07260 (2020) - [i25]Alexandre Araujo, Benjamin Négrevergne, Yann Chevaleyre, Jamal Atif:
Fast & Accurate Method for Bounding the Singular Values of Convolutional Layers with Application to Lipschitz Regularization. CoRR abs/2006.08391 (2020) - [i24]Eric Benhamou
Detecting and adapting to crisis pattern with context based Deep Reinforcement Learning. CoRR abs/2009.07200 (2020) - [i23]Eric Benhamou
AAMDRL: Augmented Asset Management with Deep Reinforcement Learning. CoRR abs/2010.08497 (2020)
2010 – 2019
- 2019
- [c43]Rafael Pinot, Laurent Meunier, Alexandre Araujo, Hisashi Kashima, Florian Yger, Cédric Gouy-Pailler, Jamal Atif:
Theoretical evidence for adversarial robustness through randomization. NeurIPS 2019: 11838-11848 - [i22]Alexandre Araujo, Benjamin Négrevergne, Yann Chevaleyre, Jamal Atif:
On the Expressive Power of Deep Fully Circulant Neural Networks. CoRR abs/1901.10255 (2019) - [i21]Rafael Pinot, Laurent Meunier, Alexandre Araujo, Hisashi Kashima, Florian Yger, Cédric Gouy-Pailler, Jamal Atif:
Theoretical evidence for adversarial robustness through randomization: the case of the Exponential family. CoRR abs/1902.01148 (2019) - [i20]Alexandre Araujo, Rafael Pinot, Benjamin Négrevergne, Laurent Meunier, Yann Chevaleyre, Florian Yger, Jamal Atif:
Robust Neural Networks using Randomized Adversarial Training. CoRR abs/1903.10219 (2019) - [i19]Eric Benhamou
NGO-GM: Natural Gradient Optimization for Graphical Models. CoRR abs/1905.05444 (2019) - [i18]Rafael Pinot, Florian Yger, Cédric Gouy-Pailler, Jamal Atif:
A unified view on differential privacy and robustness to adversarial examples. CoRR abs/1906.07982 (2019) - [i17]Laurent Meunier, Jamal Atif, Olivier Teytaud:
Yet another but more efficient black-box adversarial attack: tiling and evolution strategies. CoRR abs/1910.02244 (2019) - 2018
- [j14]Marc Aiguier, Jamal Atif
Belief revision, minimal change and relaxation: A general framework based on satisfaction systems, and applications to description logics. Artif. Intell. 256: 160-180 (2018) - [j13]Marc Aiguier, Jamal Atif
Explanatory relations in arbitrary logics based on satisfaction systems, cutting and retraction. Int. J. Approx. Reason. 102: 1-20 (2018) - [c42]Giovanni Sileno, Isabelle Bloch, Jamal Atif, Jean-Louis Dessalles:
Computing Contrast on Conceptual Spaces. AIC 2018: 11-25 - [c41]Alexandre Araujo
Training Compact Deep Learning Models for Video Classification Using Circulant Matrices. ECCV Workshops (4) 2018: 271-286 - [c40]Anne Morvan, Antoine Souloumiac, Cédric Gouy-Pailler, Jamal Atif:
Streaming Binary Sketching Based on Subspace Tracking and Diagonal Uniformization. ICASSP 2018: 2421-2425 - [c39]Carlos Agón, Moreno Andreatta, Jamal Atif, Isabelle Bloch, Pierre Mascarade:
Musical Descriptions Based on Formal Concept Analysis and Mathematical Morphology. ICCS 2018: 105-119 - [c38]Ikko Yamane, Florian Yger, Jamal Atif, Masashi Sugiyama:
Uplift Modeling from Separate Labels. NeurIPS 2018: 9949-9959 - [c37]Anne Morvan, Krzysztof Choromanski, Cédric Gouy-Pailler, Jamal Atif:
Graph sketching-based Space-efficient Data Clustering. SDM 2018: 10-18 - [c36]Rafael Pinot, Anne Morvan, Florian Yger, Cédric Gouy-Pailler, Jamal Atif:
Graph-based Clustering under Differential Privacy. UAI 2018: 329-338 - [i16]Anne Morvan, Antoine Souloumiac, Krzysztof Choromanski, Cédric Gouy-Pailler, Jamal Atif:
On the Needs for Rotations in Hypercubic Quantization Hashing. CoRR abs/1802.03936 (2018) - [i15]Marc Aiguier, Jamal Atif, Isabelle Bloch, Ramón Pino Pérez:
Explanatory relations in arbitrary logics based on satisfaction systems, cutting and retraction. CoRR abs/1803.01571 (2018) - [i14]Rafael Pinot, Anne Morvan, Florian Yger
Graph-based Clustering under Differential Privacy. CoRR abs/1803.03831 (2018) - [i13]Alexandre Araujo, Benjamin Négrevergne, Yann Chevaleyre, Jamal Atif:
Training compact deep learning models for video classification using circulant matrices. CoRR abs/1810.01140 (2018) - [i12]Eric Benhamou, Jamal Atif, Rida Laraki, Anne Auger:
A new approach to learning in Dynamic Bayesian Networks (DBNs). CoRR abs/1812.09027 (2018) - [i11]Eric Benhamou
A discrete version of CMA-ES. CoRR abs/1812.11859 (2018) - 2017
- [j12]Yifan Yang, Jamal Atif, Isabelle Bloch:
Raisonnement abductif en logique de description exploitant les domaines concrets spatiaux pour l'interprétation d'images. Rev. d'Intelligence Artif. 31(1-2): 11-39 (2017) - [j11]Yoann Isaac, Quentin Barthélemy, Cédric Gouy-Pailler, Michèle Sebag, Jamal Atif:
Multi-dimensional signal approximation with sparse structured priors using split Bregman iterations. Signal Process. 130: 389-402 (2017) - [c35]Mariusz Bojarski, Anna Choromanska, Krzysztof Choromanski, Francois Fagan, Cédric Gouy-Pailler, Anne Morvan, Nourhan Sakr, Tamás Sarlós, Jamal Atif:
Structured adaptive and random spinners for fast machine learning computations. AISTATS 2017: 1020-1029 - [c34]Fabien Labernia, Bruno Zanuttini, Brice Mayag, Florian Yger
Online Learning of Acyclic Conditional Preference Networks from Noisy Data. ICDM 2017: 247-256 - [c33]Timothée Evain
Semi-automatic teeth segmentation in Cone-Beam Computed Tomography by graph-cut with statistical shape priors. ISBI 2017: 1197-1200 - [c32]Giovanni Sileno, Isabelle Bloch, Jamal Atif, Jean-Louis Dessalles
Similarity and Contrast on Conceptual Spaces for Pertinent Description Generation. KI 2017: 262-275 - [i10]Anne Morvan, Krzysztof Choromanski, Cédric Gouy-Pailler, Jamal Atif:
Graph sketching-based Massive Data Clustering. CoRR abs/1703.02375 (2017) - [i9]Anne Morvan, Antoine Souloumiac, Cédric Gouy-Pailler, Jamal Atif:
Streaming Binary Sketching based on Subspace Tracking and Diagonal Uniformization. CoRR abs/1705.07661 (2017) - 2016
- [j10]Jamal Atif, Isabelle Bloch, Céline Hudelot:
Some Relationships Between Fuzzy Sets, Mathematical Morphology, Rough Sets, F-Transforms, and Formal Concept Analysis. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 24(Supplement-2): 1-32 (2016) - [j9]Isabelle Bloch, Jamal Atif:
Defining and computing Hausdorff distances between distributions on the real line and on the circle: link between optimal transport and morphological dilations. Math. Morphol. Theory Appl. 1(1) (2016) - [c31]Yifan Yang, Ricardo de Aldama, Jamal Atif, Isabelle Bloch:
Efficient Semantic Tableau Generation for Abduction in Propositional Logic. ECAI 2016: 1756-1757 - [i8]Krzysztof Choromanski, Francois Fagan, Cédric Gouy-Pailler, Anne Morvan, Tamás Sarlós, Jamal Atif:
TripleSpin - a generic compact paradigm for fast machine learning computations. CoRR abs/1605.09046 (2016) - [i7]Yoann Isaac, Quentin Barthélemy, Cédric Gouy-Pailler, Michèle Sebag, Jamal Atif:
Multi-dimensional signal approximation with sparse structured priors using split Bregman iterations. CoRR abs/1609.09525 (2016) - [i6]Mariusz Bojarski, Anna Choromanska, Krzysztof Choromanski, Francois Fagan, Cédric Gouy-Pailler, Anne Morvan, Nourhan Sakr, Tamás Sarlós, Jamal Atif:
Structured adaptive and random spinners for fast machine learning computations. CoRR abs/1610.06209 (2016) - 2015
- [j8]Isabelle Bloch, Jamal Atif:
Deux approches pour la comparaison de relations spatiales floues. Transport optimal et morphologie mathématique. Rev. d'Intelligence Artif. 29(5): 595-619 (2015) - [c30]Timothée Evain
Fuzzy "Along" Spatial Relation in 3D. Application to Anatomical Structures in Maxillofacial CBCT. ICIAP (1) 2015: 271-281 - [c29]Isabelle Bloch, Jamal Atif:
Hausdorff Distances Between Distributions Using Optimal Transport and Mathematical Morphology. ISMM 2015: 522-534 - [c28]Yifan Yang, Jamal Atif, Isabelle Bloch:
Abductive Reasoning Using Tableau Methods for High-Level Image Interpretation. KI 2015: 356-365 - [i5]Marc Aiguier, Jamal Atif, Isabelle Bloch, Céline Hudelot:
Belief revision in Institutions : A relaxation based approach. CoRR abs/1502.02298 (2015) - [i4]Marc Aiguier, Jamal Atif, Isabelle Bloch, Céline Hudelot:
Relaxation-based revision operators in description logics. CoRR abs/1502.07628 (2015) - [i3]Marc Aiguier, Jamal Atif, Isabelle Bloch, Céline Hudelot:
Some algebraic results in Description logics : Free model and inclusions, finite basis theorem, and completion of knowledge bases. CoRR abs/1502.07634 (2015) - 2014
- [j7]Jamal Atif, Céline Hudelot, Isabelle Bloch:
Explanatory Reasoning for Image Understanding Using Formal Concept Analysis and Description Logics. IEEE Trans. Syst. Man Cybern. Syst. 44(5): 552-570 (2014) - [c27]Felix Distel, Jamal Atif, Isabelle Bloch:
Concept Dissimilarity Based on Tree Edit Distances and Morphological Dilations. ECAI 2014: 249-254 - [c26]Céline Hudelot, Jamal Atif, Isabelle Bloch:
ALC(𝔽): A New Description Logic for Spatial Reasoning in Images. ECCV Workshops (2) 2014: 370-384 - [c25]Sylvain Chevallier, Quentin Barthélemy, Jamal Atif:
On the need for metrics in dictionary learning assessment. EUSIPCO 2014: 1427-1431 - [c24]Sylvain Chevallier
Subspace metrics for multivariate dictionaries and application to EEG. ICASSP 2014: 7178-7182 - [c23]Felix Distel, Jamal Atif, Isabelle Bloch:
Concept Dissimilarity with Triangle Inequality. KR 2014 - 2013
- [j6]Olivier Nempont, Jamal Atif, Isabelle Bloch:
A constraint propagation approach to structural model based image segmentation and recognition. Inf. Sci. 246: 1-27 (2013) - [c22]Jamal Atif, Isabelle Bloch, Felix Distel, Céline Hudelot:
A fuzzy extension of explanatory relations based on mathematical morphology. EUSFLAT Conf. 2013 - [c21]Isabelle Bloch, Jamal Atif:
Distance to bipolar information from morphological dilation. EUSFLAT Conf. 2013 - [c20]Yoann Isaac, Quentin Barthélemy, Jamal Atif, Cédric Gouy-Pailler, Michèle Sebag:
Multi-dimensional sparse structured signal approximation using split bregman iterations. ICASSP 2013: 3826-3830 - [c19]Jamal Atif, Isabelle Bloch, Felix Distel, Céline Hudelot:
Mathematical Morphology Operators over Concept Lattices. ICFCA 2013: 28-43 - [i2]Sylvain Chevallier, Quentin Barthélemy, Jamal Atif:
Metrics for Multivariate Dictionaries. CoRR abs/1302.4242 (2013) - [i1]Yoann Isaac, Quentin Barthélemy, Jamal Atif, Cédric Gouy-Pailler, Michèle Sebag:
Multi-dimensional sparse structured signal approximation using split Bregman iterations. CoRR abs/1303.5197 (2013) - 2012
- [j5]Geoffroy Fouquier, Jamal Atif, Isabelle Bloch:
Sequential model-based segmentation and recognition of image structures driven by visual features and spatial relations. Comput. Vis. Image Underst. 116(1): 146-165 (2012) - 2011
- [c18]Jamal Atif, Céline Hudelot, Isabelle Bloch:
Abduction in Description Logics using Formal Concept Analysis and Mathematical Morphology: Application to Image Interpretation. CLA 2011: 405-408 - 2010
- [c17]Céline Hudelot, Jamal Atif, Isabelle Bloch:
Integrating Bipolar Fuzzy Mathematical Morphology in Description Logics for Spatial Reasoning. ECAI 2010: 497-502
2000 – 2009
- 2009
- [j4]Hassan Khotanlou
3D brain tumor segmentation in MRI using fuzzy classification, symmetry analysis and spatially constrained deformable models. Fuzzy Sets Syst. 160(10): 1457-1473 (2009) - [j3]Olivier Nempont, Jamal Atif, Elsa D. Angelini
A New Fuzzy Connectivity Measure for Fuzzy Sets. J. Math. Imaging Vis. 34(2): 107-136 (2009) - [c16]Jamal Atif, Jérôme Darbon:
Copula-set measures on topographic maps for change detection. ICIP 2009: 2881-2884 - 2008
- [j2]John Puentes, Bénédicte Batrancourt
Integrated multimedia electronic patient record and graph-based image information for cerebral tumors. Comput. Biol. Medicine 38(4): 425-437 (2008) - [j1]Céline Hudelot, Jamal Atif, Isabelle Bloch:
Fuzzy spatial relation ontology for image interpretation. Fuzzy Sets Syst. 159(15): 1929-1951 (2008) - [c15]Olivier Nempont, Jamal Atif, Enrico Angelini, Isabelle Bloch:
A New Fuzzy Connectivity Class Application to Structural Recognition in Images. DGCI 2008: 446-457 - [c14]Geoffroy Fouquier, Jamal Atif, Isabelle Bloch:
Sequential spatial reasoning in images based on pre-attention mechanisms and fuzzy attribute graphs. ECAI 2008: 611-615 - [c13]Olivier Nempont, Jamal Atif, Elsa D. Angelini
Structure segmentation and recognition in images guided by structural constraint propagation. ECAI 2008: 621-625 - [p1]Céline Hudelot, Jamal Atif, Isabelle Bloch:
FSRO : une ontologie de relations spatiales floues pour l'interprétation d'images. Les Relations Spatiales 2008: 53-84 - 2007
- [c12]Emanuel Aldea, Jamal Atif, Isabelle Bloch:
Image Classification Using Marginalized Kernels for Graphs. GbRPR 2007: 103-113 - [c11]Geoffroy Fouquier, Jamal Atif, Isabelle Bloch:
Local Reasoning in Fuzzy Attribute Graphs for Optimizing Sequential Segmentation. GbRPR 2007: 138-147 - [c10]Jamal Atif, Céline Hudelot, Geoffroy Fouquier, Isabelle Bloch, Elsa D. Angelini:
From Generic Knowledge to Specific Reasoning for Medical Image Interpretation Using Graph based Representations. IJCAI 2007: 224-229 - [c9]Olivier Nempont, Jamal Atif, Elsa D. Angelini
Combining Radiometric and Spatial Structural Information in a New Metric for Minimal Surface Segmentation. IPMI 2007: 283-295 - [c8]Elsa D. Angelini
Detection of Glioma Evolution on Longitudinal Mri Studies. ISBI 2007: 49-52 - [c7]Jamal Atif, Céline Hudelot, Olivier Nempont, Nathalie Richard, Bénédicte Batrancourt
Grafip: A Framework for the Representation of Healthy and Pathological Cerebral Information. ISBI 2007: 205-208 - [c6]Hassan Khotanlou
Adaptive Segmentation of Internal Brain Structures in Pathological Mr Images Depending on Tumor Types. ISBI 2007: 588-591 - [c5]Emanuel Aldea, Geoffroy Fouquier, Jamal Atif, Isabelle Bloch:
Kernel Fusion for Image Classification Using Fuzzy Structural Information. ISVC (2) 2007: 307-317 - 2005
- [c4]Antoine Tarault, Jamal Atif, Xavier Ripoche, Patrick Bourdot, Angel Osorio:
Classification of radiological exams and organs by belief theory. AICCSA 2005: 20 - [c3]Hassan Khotanlou
3D Brain Tumor Segmentation Using Fuzzy Classification and Deformable Models. WILF 2005: 312-318 - 2004
- [c2]Jamal Atif, Angel Osorio, Bertrand Devaux, François-Xavier Roux:
Integration of short-distance radiological images, angiography and multimodal image fusion in a stereotaxic software environment for biopsy intervention. CARS 2004: 1312 - [c1]Angel Osorio, Olivier Traxer, Jamal Atif, Xavier Ripoche, Mohamed Tligui, Bernard Gattegno:
Percutaneous nephrolithotomies improvement using a new augmented reality system integrated into operating rooms. CARS 2004: 1322
Coauthor Index
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