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Amir Najafi
Amir Najafi
Assistant Professor, Computer Engineering Dept. at Sharif University of Technology
Bestätigte E-Mail-Adresse bei sharif.edu
Titel
Zitiert von
Zitiert von
Jahr
Manifold mixup: Better representations by interpolating hidden states
V Verma, A Lamb, C Beckham, A Najafi, I Mitliagkas, D Lopez-Paz, ...
International conference on machine learning, 6438-6447, 2019
13672019
Robustness to adversarial perturbations in learning from incomplete data
A Najafi, S Maeda, M Koyama, T Miyato
Advances in Neural Information Processing Systems, 5541-5551, 2019
1212019
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
382015
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
142017
Reliable clustering of Bernoulli mixture models
A Najafi, SA Motahari, HR Rabiee
Bernoulli 26 (2), 1535-1559, 2020
11*2020
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
52016
Distributed sparse feature selection in communication-restricted networks
H Barghi, A Najafi, SA Motahari
arXiv preprint arXiv:2111.02802, 2021
32021
On statistical learning of simplices: Unmixing problem revisited
A Najafi, S Ilchi, AH Saberi, SA Motahari, BH Khalaj, HR Rabiee
The Annals of Statistics 49 (3), 1626-1655, 2021
32021
Sample complexity bounds for learning high-dimensional simplices in noisy regimes
SAH Saberi, A Najafi, A Motahari, B Khalaj
International Conference on Machine Learning, 29514-29541, 2023
22023
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
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
Out-Of-Domain Unlabeled Data Improves Generalization
A Najafi, A Heidari, MH Movasaghinia, A Motahari, B Khalaj
The Twelfth International Conference on Learning Representations, 2023
2023
Sample Complexity Bounds for Learning High-dimensional Simplices in Noisy Regimes
A Najafi, A Motahari, B Khalaj
2023
Modeling a Functional Form of Fundamental Diagram by Automated License Plate Readers Data: A Case Study in Tehran, Iran
S Bourbour, K Khanali, A Barati Nia, A Najafi, S Abolfazl Motahari
Journal of Transportation Engineering, Part A: Systems 149 (1), 05022006, 2023
2023
THE ANNALS
S ILCHI, AH SABERI, SA MOTAHARI
The Annals of Statistics 49 (3), 2021
2021
Regularizing Recurrent Neural Networks via Sequence Mixup
A Karamzade, A Najafi, SA Motahari
arXiv preprint arXiv:2012.07527, 2020
2020
Forward Interference Cancellation in Spectrally Efficient Frequency Division Multiplexing Systems
A Najafi, K Azizzadenesheli, F Marvasti, MF Naeiny
2012
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