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Soheil Feizi
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Year
Integrative analysis of 111 reference human epigenomes
Roadmap Epigenomics Consortium Integrative analysis coordination Kundaje ...
Nature 518 (7539), 317-330, 2015
5884*2015
Systematic dissection and optimization of inducible enhancers in human cells using a massively parallel reporter assay
A Melnikov, A Murugan, X Zhang, T Tesileanu, L Wang, P Rogov, S Feizi, ...
Nature biotechnology 30 (3), 271-277, 2012
7292012
Network deconvolution as a general method to distinguish direct dependencies in networks
S Feizi, D Marbach, M Médard, M Kellis
Nature biotechnology 31 (8), 726-733, 2013
3202013
Are adversarial examples inevitable?
A Shafahi, WR Huang, C Studer, S Feizi, T Goldstein
arXiv preprint arXiv:1809.02104, 2018
3182018
Functional adversarial attacks
C Laidlaw, S Feizi
Advances in neural information processing systems 32, 2019
1892019
Perceptual adversarial robustness: Defense against unseen threat models
C Laidlaw, S Singla, S Feizi
arXiv preprint arXiv:2006.12655, 2020
1832020
Adversarially robust distillation
M Goldblum, L Fowl, S Feizi, T Goldstein
Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 3996-4003, 2020
1652020
Can ai-generated text be reliably detected?
VS Sadasivan, A Kumar, S Balasubramanian, W Wang, S Feizi
arXiv preprint arXiv:2303.11156, 2023
1642023
Influence functions in deep learning are fragile
S Basu, P Pope, S Feizi
arXiv preprint arXiv:2006.14651, 2020
1522020
Benchmarking deep learning interpretability in time series predictions
AA Ismail, M Gunady, H Corrada Bravo, S Feizi
Advances in neural information processing systems 33, 6441-6452, 2020
1462020
Deep partition aggregation: Provable defense against general poisoning attacks
A Levine, S Feizi
arXiv preprint arXiv:2006.14768, 2020
1142020
Understanding GANs in the LQG setting: Formulation, generalization and stability
S Feizi, F Farnia, T Ginart, D Tse
IEEE Journal on Selected Areas in Information Theory 1 (1), 304-311, 2020
107*2020
Deep k-NN Defense Against Clean-Label Data Poisoning Attacks
N Peri, N Gupta, WR Huang, L Fowl, C Zhu, S Feizi, T Goldstein, ...
Computer Vision–ECCV 2020 Workshops: Glasgow, UK, August 23–28, 2020 …, 2020
1042020
Tunable sparse network coding
S Feizi, DE Lucani, M Médard
22th International Zurich Seminar on Communications (IZS), 2012
95*2012
Robustness certificates for sparse adversarial attacks by randomized ablation
A Levine, S Feizi
Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 4585-4593, 2020
902020
Compressing gans using knowledge distillation
A Aguinaldo, PY Chiang, A Gain, A Patil, K Pearson, S Feizi
arXiv preprint arXiv:1902.00159, 2019
872019
Quantum Wasserstein generative adversarial networks
S Chakrabarti, H Yiming, T Li, S Feizi, X Wu
Advances in Neural Information Processing Systems 32, 2019
872019
Spectral alignment of graphs
S Feizi, G Quon, M Recamonde-Mendoza, M Medard, M Kellis, ...
IEEE Transactions on Network Science and Engineering 7 (3), 1182-1197, 2019
86*2019
Curse of dimensionality on randomized smoothing for certifiable robustness
A Kumar, A Levine, T Goldstein, S Feizi
International Conference on Machine Learning, 5458-5467, 2020
852020
Robust optimal transport with applications in generative modeling and domain adaptation
Y Balaji, R Chellappa, S Feizi
Advances in Neural Information Processing Systems 33, 12934-12944, 2020
852020
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