Amir Najafi
Amir Najafi
Verified email at ce.sharif.edu
TitleCited byYear
Manifold mixup: Better representations by interpolating hidden states
V Verma, A Lamb, C Beckham, A Najafi, I Mitliagkas, A Courville, ...
International Conference on Machine Learning (ICML), 6438-6447, 2018
61*2018
Nonlinear dimensionality reduction via path-based isometric mapping
A Najafi, A Joudaki, E Fatemizadeh
IEEE transactions on pattern analysis and machine intelligence 38 (7), 1452-1464, 2015
132015
Statistical association mapping of population-structured genetic data
A Najafi, S Janghorbani, SA Motahari, E Fatemizadeh
IEEE/ACM transactions on computational biology and bioinformatics 16 (2 …, 2017
72017
Robustness to adversarial perturbations in learning from incomplete data
A Najafi, S Maeda, M Koyama, T Miyato
Advances in Neural Information Processing Systems, 5542-5552, 2019
52019
Reliable clustering of Bernoulli mixture models
A Najafi, SA Motahari, HR Rabiee
Bernoulli 26 (2), 1535-1559, 2020
4*2020
A content-based digital image watermarking algorithm robust against JPEG compression
A Najafi, A Siahkoohi, MB Shamsollahi
2011 IEEE International Symposium on Signal Processing and Information …, 2011
22011
Fundamental limits of pooled-dna sequencing
A Najafi, D Nashta-ali, SA Motahari, M Khani, BH Khalaj, HR Rabiee
arXiv preprint arXiv:1604.04735, 2016
12016
Sum capacity bounds and design of errorless codes for binary asynchronous CDMA systems
S Dashmiz, SM Mansouri, A Najafi, F Marvasti
2012 19th International Conference on Telecommunications (ICT), 1-6, 2012
12012
On Statistical Learning of Simplices: Unmixing Problem Revisited
A Najafi, S Ilchi, AH Saberi, A Motahari, BH Khalaj, HR Rabiee
arXiv preprint arXiv:1810.07845, 2018
2018
Forward Interference Cancellation in Spectrally Efficient Frequency Division Multiplexing Systems
A Najafi, K Azizzadenesheli, F Marvasti, MF Naeiny
2012
The system can't perform the operation now. Try again later.
Articles 1–10