Alhussein Fawzi
- Universal adversarial perturbations
2016/10/26 by Seyed-Mohsen Moosavi-Dezfooli, Moosavi-Dezfooli, Seyed-Mohsen, Alhussein Fawzi +5 · 4 voices · 110 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 · 278 citations
Computer Science · #Computability, Logic, AI Algorithms #Artificial Intelligence in Games #Algorithms and Data Compression
- DeepFool: a simple and accurate method to fool deep neural networks
2015/11/14 by Seyed-Mohsen Moosavi-Dezfooli, Alhussein Fawzi, Moosavi-Dezfooli, Seyed-Mohsen +3 · 128 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Quantum Circuit Optimization with AlphaTensor
2024/02/22 by Francisco J. R. Ruiz, Tuomas Laakkonen, Ruiz, Francisco J. R. +24 · 2 voices · 31 citations
Computer Science · #Quantum Computing Algorithms and Architecture
- Are Labels Required for Improving Adversarial Robustness?
2019/05/31 by Jonathan Uesato, Uesato, Jonathan, Jean-Baptiste Alayrac +9 · 16 citations
Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Integrated Circuits and Semiconductor Failure Analysis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Adversarial vulnerability for any classifier
2018/02/23 by Alhussein Fawzi, Hamza Fawzi, Fawzi, Alhussein +3 · 16 citations
Computer Science · #Adversarial Robustness in Machine Learning #Generative Adversarial Networks and Image Synthesis #Anomaly Detection Techniques and Applications
- Robustness of classifiers: from adversarial to random noise
2016/08/31 by Alhussein Fawzi, Seyed-Mohsen Moosavi-Dezfooli, Fawzi, Alhussein +3 · 8 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms
- Robustness of classifiers to universal perturbations: a geometric\n perspective
2017/05/26 by Seyed-Mohsen Moosavi-Dezfooli, Alhussein Fawzi, Moosavi-Dezfooli, Seyed-Mohsen +7 · 9 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
- Adversarial Robustness through Local Linearization
2019/07/04 by Chongli Qin, Qin, Chongli, James Martens +15 · 5 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Verification of deep probabilistic models
2018/12/06 by Krishnamurthy Dvijotham, Marta Garnelo, Dvijotham, Krishnamurthy +5 · 5 citations
Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- 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