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Elan Rosenfeld
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Certified adversarial robustness via randomized smoothing
JM Cohen, E Rosenfeld, JZ Kolter
Proceedings of the 36th International Conference on Machine Learning, 2019
10632019
The Risks of Invariant Risk Minimization
E Rosenfeld, P Ravikumar, A Risteski
International Conference on Learning Representations, 2020
1232020
Certified robustness to label-flipping attacks via randomized smoothing
E Rosenfeld, E Winston, P Ravikumar, JZ Kolter
arXiv preprint arXiv:2002.03018, 2020
602020
An online learning approach to interpolation and extrapolation in domain generalization
E Rosenfeld, P Ravikumar, A Risteski
International Conference on Artificial Intelligence and Statistics, 2021
142021
Domain-adjusted regression or: Erm may already learn features sufficient for out-of-distribution generalization
E Rosenfeld, P Ravikumar, A Risteski
arXiv preprint arXiv:2202.06856, 2022
92022
Iterative feature matching: Toward provable domain generalization with logarithmic environments
Y Chen, E Rosenfeld, M Sellke, T Ma, A Risteski
arXiv preprint arXiv:2106.09913, 2021
82021
Certified adversarial robustness via randomized smoothing
E Rosenfeld, JZ Kolter
CoRR abs/1902.02918, 2019
32019
Analyzing and improving the optimization landscape of noise-contrastive estimation
B Liu, E Rosenfeld, P Ravikumar, A Risteski
arXiv preprint arXiv:2110.11271, 2021
22021
Deep Attentive Variational Inference
I Apostolopoulou, I Char, E Rosenfeld, A Dubrawski
International Conference on Learning Representations, 2021
12021
Method and system to classify sensor data with improved training robustness
EK Rosenfeld, EM Winston, F Schmidt, JZ Kolter
US Patent App. 17/025,076, 2021
2021
Self-Reflective Variational Autoencoder
I Apostolopoulou, E Rosenfeld, A Dubrawski
arXiv preprint arXiv:2007.05166, 2020
2020
Human-Usable Password Schemas: Beyond Information-Theoretic Security
E Rosenfeld, S Vempala, M Blum
CMU Senior Honors Thesis, 2016
2016
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Articles 1–12