Soheil Feizi
Title
Cited by
Cited by
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
43122015
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
5632012
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
2612013
Are adversarial examples inevitable?
A Shafahi, WR Huang, C Studer, S Feizi, T Goldstein
arXiv preprint arXiv:1809.02104, 2018
1692018
Tunable sparse network coding
S Feizi, DE Lucani, M Médard
22th International Zurich Seminar on Communications (IZS), 2012
76*2012
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
69*2020
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
632011
Functional adversarial attacks
C Laidlaw, S Feizi
arXiv preprint arXiv:1906.00001, 2019
572019
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
52*2019
Compressive sensing over networks
S Feizi, M Médard, M Effros
2010 48th Annual Allerton Conference on Communication, Control, and …, 2010
512010
Robust audio data hiding using correlated quantization with histogram-based detector
MA Akhaee, MJ Saberian, S Feizi, F Marvasti
IEEE Transactions on Multimedia 11 (5), 834-842, 2009
502009
On network functional compression
S Feizi, M Médard
IEEE transactions on information theory 60 (9), 5387-5401, 2014
41*2014
Porcupine neural networks: Approximating neural network landscapes
S Feizi, H Javadi, J Zhang, D Tse
Advances in Neural Information Processing Systems 31, 4831-4841, 2018
36*2018
Compressing gans using knowledge distillation
A Aguinaldo, PY Chiang, A Gain, A Patil, K Pearson, S Feizi
arXiv preprint arXiv:1902.00159, 2019
352019
Adversarially robust distillation
M Goldblum, L Fowl, S Feizi, T Goldstein
Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 3996-4003, 2020
332020
Microfluidic neurite guidance to study structure-function relationships in topologically-complex population-based neural networks
T Honegger, MI Thielen, S Feizi, NE Sanjana, J Voldman
Scientific reports 6 (1), 1-10, 2016
332016
Impulsive noise cancellation based on soft decision and recursion
S Zahedpour, S Feizi, A Amini, M Ferdosizadeh, F Marvasti
IEEE Transactions on instrumentation and measurement 58 (8), 2780-2790, 2009
322009
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
312020
Perceptual adversarial robustness: Defense against unseen threat models
C Laidlaw, S Singla, S Feizi
arXiv preprint arXiv:2006.12655, 2020
282020
Understanding impacts of high-order loss approximations and features in deep learning interpretation
S Singla, E Wallace, S Feng, S Feizi
International Conference on Machine Learning, 5848-5856, 2019
272019
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Articles 1–20