Omar Montasser
Toyota Technological Institute
H-index: 9
Asia-Japan
Top articles of Omar Montasser
Agnostic Multi-Robust Learning using ERM
2024/4/18
Strategic classification under unknown personalized manipulation
Advances in Neural Information Processing Systems
2024/2/13
Theoretical Foundations of Adversarially Robust Learning
arXiv preprint arXiv:2306.07723
2023/6/13
Omar Montasser
H-Index: 4
Certifiable (Multi) Robustness Against Patch Attacks Using ERM
arXiv preprint arXiv:2303.08944
2023/3/15
Adversarially robust learning: A generic minimax optimal learner and characterization
Advances in Neural Information Processing Systems
2022/12/6
Omar Montasser
H-Index: 4
Steve Hanneke
H-Index: 18
Boosting barely robust learners: A new perspective on adversarial robustness
Advances in Neural Information Processing Systems
2022/12/6
A theory of PAC learnability under transformation invariances
Advances in Neural Information Processing Systems
2022/12/6
Certifiable Robustness Against Patch Attacks Using an ERM Oracle
2022/11/18
Transductive Robust Learning Guarantees
2022/5/3
Adversarially Robust Learning with Unknown Perturbation Sets
2021/7/21
Efficiently Learning Adversarially Robust Halfspaces with Noise
2020/11/21
Approximate is Good Enough: Probabilistic Variants of Dimensional and Margin Complexity
2020/7/15
Identifying unpredictable test examples with worst-case guarantees
2020/2/2
Omar Montasser
H-Index: 4
Reducing Adversarially Robust Learning to Non-Robust PAC Learning
Advances in Neural Information Processing Systems
2020
Omar Montasser
H-Index: 4
Steve Hanneke
H-Index: 18
Beyond Perturbations: Learning Guarantees with Arbitrary Adversarial Test Examples
Advances in Neural Information Processing Systems (NeurIPS) 2020
2020
Omar Montasser
H-Index: 4
Co-Authors
