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Soheil Feizi
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Year
Integrative analysis of 111 reference human epigenomes
A Kundaje, W Meuleman, J Ernst, M Bilenky, A Yen, A Heravi-Moussavi, ...
Nature 518 (7539), 317-330, 2015
51032015
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
6342012
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
2932013
Are adversarial examples inevitable?
A Shafahi, WR Huang, C Studer, S Feizi, T Goldstein
arXiv preprint arXiv:1809.02104, 2018
2452018
Functional adversarial attacks
C Laidlaw, S Feizi
Advances in neural information processing systems 32, 2019
1232019
Perceptual adversarial robustness: Defense against unseen threat models
C Laidlaw, S Singla, S Feizi
arXiv preprint arXiv:2006.12655, 2020
982020
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
88*2020
Tunable sparse network coding
S Feizi, DE Lucani, M Médard
22th International Zurich Seminar on Communications (IZS), 2012
87*2012
Adversarially robust distillation
M Goldblum, L Fowl, S Feizi, T Goldstein
Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 3996-4003, 2020
822020
Influence functions in deep learning are fragile
S Basu, P Pope, S Feizi
arXiv preprint arXiv:2006.14651, 2020
732020
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
662020
A power efficient sensing/communication scheme: Joint source-channel-network coding by using compressive sensing
S Feizi, M Médard
2011 49th Annual Allerton Conference on Communication, Control, and …, 2011
662011
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
642020
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
60*2019
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
572020
Compressing gans using knowledge distillation
A Aguinaldo, PY Chiang, A Gain, A Patil, K Pearson, S Feizi
arXiv preprint arXiv:1902.00159, 2019
542019
On network functional compression
S Feizi, M Médard
IEEE transactions on information theory 60 (9), 5387-5401, 2014
54*2014
Compressive sensing over networks
S Feizi, M Médard, M Effros
2010 48th Annual Allerton Conference on Communication, Control, and …, 2010
532010
Deep partition aggregation: Provable defense against general poisoning attacks
A Levine, S Feizi
arXiv preprint arXiv:2006.14768, 2020
502020
Quantum wasserstein generative adversarial networks
S Chakrabarti, H Yiming, T Li, S Feizi, X Wu
Advances in Neural Information Processing Systems 32, 2019
502019
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