Omar Fawzi
7 papers · 2017–2023 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird
🚀
Conference Pioneer
Top co-authors
Research topics
Machine Learning
(6)
Optimization & Theory
(4)
Artificial Intelligence
(3)
Mathematics & Optimization
(3)
Core AI
(3)
Learning Types · Machine Learning
(3)
Deep Learning
(2)
Mathematics
(2)
Optimization
(2)
Interdisciplinary
(1)
Reinforcement Learning
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Science
(1)
Keywords
decision boundary
(3)
adversarial robustness
(2)
classifier robustness
(2)
adversarial perturbation
(2)
deep neural network
(2)
universal perturbation
(2)
trace norm
(1)
gaussian noise
(1)
batch algorithms
(1)
generative model
(1)
inductive bia
(1)
proof search
(1)
property testing
(1)
random noise
(1)
sequential algorithm
(1)
adversarial transfer
(1)
polynomial inequality
(1)
quantum channel
(1)
channel certification
(1)
incoherent measurement
(1)
Papers
Quantum Channel Certification with Incoherent Measurements
COLT 2023
Sequential Algorithms for Testing Closeness of Distributions
NeurIPS 2021
Learning dynamic polynomial proofs
NeurIPS 2019
Adversarial vulnerability for any classifier
NeurIPS 2018
Robustness of classifiers to uniform ℓ_p and Gaussian noise
AISTATS 2018
Robustness of Classifiers to Universal Perturbations: A Geometric Perspective
ICLR 2018
Universal Adversarial Perturbations
CVPR 2017