Alhussein Fawzi

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 34

Top Topics

Image Inpainting

Dictionary Learning

Top Venues

Publications

Bernardino Romera-Paredes, Mohammadamin Barekatain, Alexander Novikov, Matej Balog, M. Pawan Kumar, Emilien Dupont, Francisco J. R. Ruiz, Jordan S. Ellenberg, Pengming Wang, Omar Fawzi, Pushmeet Kohli, Alhussein Fawzi
Mathematical discoveries from program search with large language models. Nat. 625 (7995) (2024)
Francisco J. R. Ruiz, Tuomas Laakkonen, Johannes Bausch, Matej Balog, Mohammadamin Barekatain, Francisco J. H. Heras, Alexander Novikov, Nathan Fitzpatrick, Bernardino Romera-Paredes, John van de Wetering, Alhussein Fawzi, Konstantinos Meichanetzidis, Pushmeet Kohli
Quantum Circuit Optimization with AlphaTensor. CoRR (2024)
Alhussein Fawzi, Matej Balog, Aja Huang, Thomas Hubert, Bernardino Romera-Paredes, Mohammadamin Barekatain, Alexander Novikov, Francisco J. R. Ruiz, Julian Schrittwieser, Grzegorz Swirszcz, David Silver, Demis Hassabis, Pushmeet Kohli
Discovering faster matrix multiplication algorithms with reinforcement learning. Nat. 610 (7930) (2022)
Jean-Baptiste Alayrac, Jonathan Uesato, Po-Sen Huang, Alhussein Fawzi, Robert Stanforth, Pushmeet Kohli
Are Labels Required for Improving Adversarial Robustness? NeurIPS (2019)
Jonathan Uesato, Jean-Baptiste Alayrac, Po-Sen Huang, Robert Stanforth, Alhussein Fawzi, Pushmeet Kohli
Are Labels Required for Improving Adversarial Robustness? CoRR (2019)
Seyed-Mohsen Moosavi-Dezfooli, Alhussein Fawzi, Jonathan Uesato, Pascal Frossard
Robustness via Curvature Regularization, and Vice Versa. CVPR (2019)
Chongli Qin, James Martens, Sven Gowal, Dilip Krishnan, Krishnamurthy Dvijotham, Alhussein Fawzi, Soham De, Robert Stanforth, Pushmeet Kohli
Adversarial Robustness through Local Linearization. CoRR (2019)
Alhussein Fawzi, Mateusz Malinowski, Hamza Fawzi, Omar Fawzi
Learning dynamic polynomial proofs. CoRR (2019)
Chongli Qin, James Martens, Sven Gowal, Dilip Krishnan, Krishnamurthy Dvijotham, Alhussein Fawzi, Soham De, Robert Stanforth, Pushmeet Kohli
Adversarial Robustness through Local Linearization. NeurIPS (2019)
Alhussein Fawzi, Mateusz Malinowski, Hamza Fawzi, Omar Fawzi
Learning dynamic polynomial proofs. NeurIPS (2019)
Alhussein Fawzi, Omar Fawzi, Pascal Frossard
Analysis of classifiers' robustness to adversarial perturbations. Mach. Learn. 107 (3) (2018)
Alhussein Fawzi, Hamza Fawzi, Omar Fawzi
Adversarial vulnerability for any classifier. CoRR (2018)
Seyed-Mohsen Moosavi-Dezfooli, Alhussein Fawzi, Omar Fawzi, Pascal Frossard, Stefano Soatto
Robustness of Classifiers to Universal Perturbations: A Geometric Perspective. ICLR (Poster) (2018)
Seyed-Mohsen Moosavi-Dezfooli, Alhussein Fawzi, Jonathan Uesato, Pascal Frossard
Robustness via curvature regularization, and vice versa. CoRR (2018)
Krishnamurthy Dvijotham, Marta Garnelo, Alhussein Fawzi, Pushmeet Kohli
Verification of deep probabilistic models. CoRR (2018)
Jean-Yves Franceschi, Alhussein Fawzi, Omar Fawzi
Robustness of classifiers to uniform $\ell_p$ and Gaussian noise. AISTATS (2018)
Alhussein Fawzi, Seyed-Mohsen Moosavi-Dezfooli, Pascal Frossard, Stefano Soatto
Empirical Study of the Topology and Geometry of Deep Networks. CVPR (2018)
Jean-Yves Franceschi, Alhussein Fawzi, Omar Fawzi
and Gaussian noise. CoRR (2018)
Safa Cicek, Alhussein Fawzi, Stefano Soatto
SaaS: Speed as a Supervisor for Semi-supervised Learning. CoRR (2018)
Safa Cicek, Alhussein Fawzi, Stefano Soatto
SaaS: Speed as a Supervisor for Semi-supervised Learning. ECCV (2) (2018)
Alhussein Fawzi, Hamza Fawzi, Omar Fawzi
Adversarial vulnerability for any classifier. NeurIPS (2018)
Seyed-Mohsen Moosavi-Dezfooli, Alhussein Fawzi, Omar Fawzi, Pascal Frossard, Stefano Soatto
Analysis of universal adversarial perturbations. CoRR (2017)
Alhussein Fawzi, Seyed-Mohsen Moosavi-Dezfooli, Pascal Frossard
The Robustness of Deep Networks: A Geometrical Perspective. IEEE Signal Process. Mag. 34 (6) (2017)
Alhussein Fawzi, Seyed-Mohsen Moosavi-Dezfooli, Pascal Frossard, Stefano Soatto
Classification regions of deep neural networks. CoRR (2017)
Seyed-Mohsen Moosavi-Dezfooli, Alhussein Fawzi, Omar Fawzi, Pascal Frossard
Universal Adversarial Perturbations. CVPR (2017)
Alhussein Fawzi, Mathieu Sinn, Pascal Frossard
Multitask Additive Models With Shared Transfer Functions Based on Dictionary Learning. IEEE Trans. Signal Process. 65 (5) (2017)
Seyed-Mohsen Moosavi-Dezfooli, Alhussein Fawzi, Pascal Frossard
DeepFool: A Simple and Accurate Method to Fool Deep Neural Networks. CVPR (2016)
Alhussein Fawzi, Horst Samulowitz, Deepak S. Turaga, Pascal Frossard
Adaptive data augmentation for image classification. ICIP (2016)
Alhussein Fawzi, Pascal Frossard
Measuring the effect of nuisance variables on classifiers. BMVC (2016)
Alhussein Fawzi, Seyed-Mohsen Moosavi-Dezfooli, Pascal Frossard
Robustness of classifiers: from adversarial to random noise. CoRR (2016)
Seyed-Mohsen Moosavi-Dezfooli, Alhussein Fawzi, Omar Fawzi, Pascal Frossard
Universal adversarial perturbations. CoRR (2016)
Alhussein Fawzi, Jean-Baptiste Fiot, Bei Chen, Mathieu Sinn, Pascal Frossard
Structured Dimensionality Reduction for Additive Model Regression. IEEE Trans. Knowl. Data Eng. 28 (6) (2016)
Alhussein Fawzi, Seyed-Mohsen Moosavi-Dezfooli, Pascal Frossard
Robustness of classifiers: from adversarial to random noise. NIPS (2016)
Alhussein Fawzi, Horst Samulowitz, Deepak S. Turaga, Pascal Frossard
Image inpainting through neural networks hallucinations. IVMSP (2016)
Alhussein Fawzi, Mike E. Davies, Pascal Frossard
Dictionary Learning for Fast Classification Based on Soft-thresholding. Int. J. Comput. Vis. 114 (2-3) (2015)
Seyed-Mohsen Moosavi-Dezfooli, Alhussein Fawzi, Pascal Frossard
DeepFool: a simple and accurate method to fool deep neural networks. CoRR (2015)
Alhussein Fawzi, Omar Fawzi, Pascal Frossard
Analysis of classifiers' robustness to adversarial perturbations. CoRR (2015)
Alhussein Fawzi, Mathieu Sinn, Pascal Frossard
Multi-task additive models with shared transfer functions based on dictionary learning. CoRR (2015)
Alhussein Fawzi, Pascal Frossard
Manitest: Are classifiers really invariant? CoRR (2015)
Alhussein Fawzi, Pascal Frossard
Manitest: Are classifiers really invariant? BMVC (2015)
Laurent Jacques, Christophe De Vleeschouwer, Yannick Boursier, Prasad Sudhakar, C. De Mol, Aleksandra Pizurica, Sandrine Anthoine, Pierre Vandergheynst, Pascal Frossard, Cagdas Bilen, Srdan Kitic, Nancy Bertin, Rémi Gribonval, Nicolas Boumal, Bamdev Mishra, Pierre-Antoine Absil, Rodolphe Sepulchre, Shaun Bundervoet, Colas Schretter, Ann Dooms, Peter Schelkens, Olivier Chabiron, François Malgouyres, Jean-Yves Tourneret, Nicolas Dobigeon, Pierre Chainais, Cédric Richard, Bruno Cornelis, Ingrid Daubechies, David B. Dunson, Marie Danková, Pavel Rajmic, Kévin Degraux, Valerio Cambareri, Bert Geelen, Gauthier Lafruit, Gianluca Setti, Jean-François Determe, Jérôme Louveaux, François Horlin, Angélique Drémeau, Patrick Héas, Cédric Herzet, Vincent Duval, Gabriel Peyré, Alhussein Fawzi, Mike E. Davies, Nicolas Gillis, Stephen A. Vavasis, Charles Soussen, Luc Le Magoarou, Jingwei Liang, Jalal Fadili, Antoine Liutkus, David Martina, Sylvain Gigan, Laurent Daudet, Mauro Maggioni, Stanislav Minsker, Nate Strawn, C. Mory, Fred Maurice Ngolè Mboula, Jean-Luc Starck, Ignace Loris, Samuel Vaiter, Mohammad Golbabaee, Dejan Vukobratovic
Proceedings of the second "international Traveling Workshop on Interactions between Sparse models and Technology" (iTWIST'14). CoRR (2014)
Alhussein Fawzi, Mike E. Davies, Pascal Frossard
Dictionary learning for fast classification based on soft-thresholding. CoRR (2014)
Alhussein Fawzi, Pascal Frossard
Classification of unions of subspaces with sparse representations. ACSSC (2013)
Alhussein Fawzi, Pascal Frossard
A geometric framework for registration of sparse images. ICASSP (2013)
Alhussein Fawzi, Pascal Frossard
Image registration with sparse approximations in parametric dictionaries CoRR (2013)
Alhussein Fawzi, Pascal Frossard
Image Registration with Sparse Approximations in Parametric Dictionaries. SIAM J. Imaging Sci. 6 (4) (2013)
Alhussein Fawzi, Tamara Tosic, Pascal Frossard
Thresholding-based reconstruction of compressed correlated signals. ICASSP (2012)
Alhussein Fawzi, Tamara Tosic, Pascal Frossard
Thresholding-based reconstruction of compressed correlated signals CoRR (2011)