Sahil Singla
Sahil Singla
Vahvistettu sähköpostiosoite verkkotunnuksessa cs.umd.edu
Nimike
Viittaukset
Viittaukset
Vuosi
Understanding Impacts of High-Order Loss Approximations and Features in Deep Learning Interpretation
S Singla, E Wallace, S Feng, S Feizi
Proceedings of the 36th International Conference on Machine Learning, 2019 …, 2019
242019
Perceptual Adversarial Robustness: Defense Against Unseen Threat Models
C Laidlaw, S Singla, S Feizi
arXiv preprint arXiv:2006.12655, 2020
122020
Certifiably robust interpretation in deep learning
A Levine, S Singla, S Feizi
arXiv preprint arXiv:1905.12105, 2019
122019
Second-order provable defenses against adversarial attacks
S Singla, S Feizi
International Conference on Machine Learning, 8981-8991, 2020
92020
Robustness certificates against adversarial examples for relu networks
S Singla, S Feizi
arXiv preprint arXiv:1902.01235, 2019
72019
Bounding Singular Values of Convolution Layers
S Singla, S Feizi
arXiv preprint arXiv:1911.10258, 2019
52019
Fairness Through Robustness: Investigating Robustness Disparity in Deep Learning
V Nanda, S Dooley, S Singla, S Feizi, JP Dickerson
Proceedings of the 2021 ACM Conference on Fairness, Accountability, and …, 2021
42021
Understanding Failures of Deep Networks via Robust Feature Extraction
S Singla, B Nushi, S Shah, E Kamar, E Horvitz
arXiv preprint arXiv:2012.01750, 2020
2020
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