Fawzi, Omar
- Universal adversarial perturbations
2016/10/26 by Seyed-Mohsen Moosavi-Dezfooli, Alhussein Fawzi, Moosavi-Dezfooli, Seyed-Mohsen +5 · 4 voices · 68 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Domain Adaptation and Few-Shot Learning
- Scrambling speed of random quantum circuits
2012/10/24 by Winton Brown, Omar Fawzi, Brown, Winton +1 · 9 citations
Computer Science · Physics and Astronomy · #Quantum Computing Algorithms and Architecture #Quantum many-body systems #Quantum Information and Cryptography
- Certified algorithms for equilibrium states of local quantum Hamiltonians
2023/11/30 by Hamza Fawzi, Fawzi, Hamza, Omar Fawzi +3 · 11 citations
Biochemistry, Genetics and Molecular Biology · Mathematics · Physics and Astronomy · #Advanced Thermodynamics and Statistical Mechanics #FOS: Physical sciences #Markov Chains and Monte Carlo Methods #Mathematical Physics (math-ph) #Quantum Physics (quant-ph) #Receptor Mechanisms and Signaling #Statistical Mechanics (cond-mat.stat-mech)
- Adversarial vulnerability for any classifier
2018/02/23 by Alhussein Fawzi, Hamza Fawzi, Fawzi, Alhussein +3 · 9 citations
Computer Science · #Adversarial Robustness in Machine Learning #Generative Adversarial Networks and Image Synthesis #Anomaly Detection Techniques and Applications
- Analysis of classifiers' robustness to adversarial perturbations
2015/02/09 by Fawzi, Alhussein, Fawzi, Omar, Frossard, Pascal · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Efficient simulation of parametrized quantum circuits under non-unital noise through Pauli backpropagation
2025/01/22 by Martinez, Victor, Angrisani, Armando, Pankovets, Ekaterina +2 · 11 citations
#Computational Complexity (cs.CC) #FOS: Computer and information sciences #FOS: Physical sciences #Mathematical Physics (math-ph) #Quantum Physics (quant-ph)
- Robustness of classifiers to universal perturbations: a geometric\n perspective
2017/05/26 by Seyed-Mohsen Moosavi-Dezfooli, Moosavi-Dezfooli, Seyed-Mohsen, Alhussein Fawzi +7 · 3 citations
Computer Science · Engineering · Medicine · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Topological and Geometric Data Analysis #Traumatic Brain Injury and Neurovascular Disturbances
- Generalized quantum asymptotic equipartition
2024/11/06 by Fang, Kun, Fawzi, Hamza, Fawzi, Omar · 6 citations
#FOS: Computer and information sciences #FOS: Physical sciences #Information Theory (cs.IT) #Quantum Physics (quant-ph)
- Optimal Fidelity Estimation from Binary Measurements for Discrete and Continuous Variable Systems
2024/09/06 by Fawzi, Omar, Oufkir, Aadil, Salzmann, Robert · 3 citations
#FOS: Mathematics #FOS: Physical sciences #Mathematical Physics (math-ph) #Quantum Physics (quant-ph) #Statistics Theory (math.ST)
- Learning dynamic polynomial proofs
2019/06/04 by Alhussein Fawzi, Mateusz Malinowski, Fawzi, Alhussein +5 · 1 citation
Computer Science · #Computational Complexity (cs.CC) #FOS: Computer and information sciences #FOS: Mathematics #Formal Methods in Verification #Logic, programming, and type systems #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC) #Polynomial and algebraic computation
- Efficient approximation of regularized relative entropies and applications
2025/02/21 by Fang, Kun, Fawzi, Hamza, Fawzi, Omar · 2 citations
#FOS: Physical sciences #Quantum Physics (quant-ph)