Omar Fawzi
- Universal adversarial perturbations
2016/10/26 by Seyed-Mohsen Moosavi-Dezfooli, Moosavi-Dezfooli, Seyed-Mohsen, Alhussein Fawzi +5 · 4 voices · 84 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Domain Adaptation and Few-Shot Learning
- Mathematical discoveries from program search with large language models
2023/12/14 by Bernardino Romera-Paredes, Bernardino Romera‐Paredes, Mohammadamin Barekatain +11 · 216 citations
Computer Science · #Computability, Logic, AI Algorithms #Artificial Intelligence in Games #Algorithms and Data Compression
- Scrambling speed of random quantum circuits
2012/10/24 by Winton Brown, Brown, Winton, Omar Fawzi +1 · 10 citations
Computer Science · Physics and Astronomy · #Quantum Computing Algorithms and Architecture #Quantum many-body systems #Quantum Information and Cryptography
- Adversarial vulnerability for any classifier
2018/02/23 by Alhussein Fawzi, Hamza Fawzi, Fawzi, Alhussein +3 · 12 citations
Computer Science · #Adversarial Robustness in Machine Learning #Generative Adversarial Networks and Image Synthesis #Anomaly Detection Techniques and Applications
- Certified algorithms for equilibrium states of local quantum Hamiltonians
2023/11/30 by Hamza Fawzi, Fawzi, Hamza, Omar Fawzi +3 · 12 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)
- 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 · 6 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
- Spectral Norm of Symmetric Functions
2012/05/23 by Anil Ada, Omar Fawzi, Ada, Anil +3 · 1 citation
Computer Science · #Coding theory and cryptography #Machine Learning and Algorithms #semigroups and automata theory
- 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
- Pauli Encodings & Unclonable Encryption
2026/07/30 by Pierre Botteron, Sébastien Designolle, Omar Fawzi
Physics and Astronomy · #quant-ph