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ORCIDAmir Najafi 0002
Person information
- affiliation: Sharif University of Technology, Computer Engineering Department, Tehran, Iran
Other persons with the same name
- Amir Najafi 0001
![[0000-0002-4786-7483]](https://dblp.uni-trier.de./img/orcid-mark.12x12.png "0000-0002-4786-7483")
— University of Bremen, Institute of Electrodynamics and Microelectronics, Germany - Amir Najafi 0003 — Institute for Research in Fundamental Sciences, School of Mathematics, Tehran, Iran
- Amir Najafi 0004 — Islamic Azad University, Department of Industrial Engineering, Zanjan, Iran
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Journal Articles
- 2019
[j2]Amir Najafi, Sepehr Janghorbani, Seyed Abolfazl Motahari, Emad Fatemizadeh:
Statistical Association Mapping of Population-Structured Genetic Data. IEEE ACM Trans. Comput. Biol. Bioinform. 16(2): 638-649 (2019)- 2016
- [j1]Amir Najafi, Amir Joudaki, Emad Fatemizadeh:
Nonlinear Dimensionality Reduction via Path-Based Isometric Mapping. IEEE Trans. Pattern Anal. Mach. Intell. 38(7): 1452-1464 (2016)
Conference and Workshop Papers
- 2024
- [c5]Seyed Amir Hossein Saberi, Amir Najafi, Alireza Heidari, Mohammad Hosein Movasaghinia, Abolfazl S. Motahari, Babak H. Khalaj:
Out-Of-Domain Unlabeled Data Improves Generalization. ICLR 2024 - 2019
- [c4]Vikas Verma, Alex Lamb, Christopher Beckham, Amir Najafi, Ioannis Mitliagkas, David Lopez-Paz, Yoshua Bengio:
Manifold Mixup: Better Representations by Interpolating Hidden States. ICML 2019: 6438-6447 - [c3]Amir Najafi, Shin-ichi Maeda, Masanori Koyama, Takeru Miyato:
Robustness to Adversarial Perturbations in Learning from Incomplete Data. NeurIPS 2019: 5542-5552 - 2012
- [c2]Shayan Dashmiz, S. M. Mansouri, Amir Najafi, Farrokh Marvasti:
Sum capacity bounds and design of errorless codes for binary asynchronous CDMA systems. ICT 2012: 1-6 - 2011
- [c1]Amir Najafi, Ali Siahkoohi, Mohammad B. Shamsollahi:
A content-based digital image watermarking algorithm robust against JPEG compression. ISSPIT 2011: 432-437
Informal and Other Publications
- 2022
- [i7]Amir Hossein Saberi, Amir Najafi, Seyed Abolfazl Motahari, Babak H. Khalaj:
Sample Complexity Bounds for Learning High-dimensional Simplices in Noisy Regimes. CoRR abs/2209.05953 (2022) - 2020
- [i6]Armin Karamzade, Amir Najafi, Seyed Abolfazl Motahari:
Regularizing Recurrent Neural Networks via Sequence Mixup. CoRR abs/2012.07527 (2020) - 2019
- [i5]Amir Najafi, Shin-ichi Maeda, Masanori Koyama, Takeru Miyato:
Robustness to Adversarial Perturbations in Learning from Incomplete Data. CoRR abs/1905.13021 (2019) - 2018
- [i4]Amir Najafi, Saeed Ilchi, Amir H. Saberi, Abolfazl S. Motahari, Babak H. Khalaj, Hamid R. Rabiee:
On Statistical Learning of Simplices: Unmixing Problem Revisited. CoRR abs/1810.07845 (2018) - 2017
- [i3]Amir Najafi, Abolfazl S. Motahari, Hamid R. Rabiee:
Reliable Learning of Bernoulli Mixture Models. CoRR abs/1710.02101 (2017) - 2016
- [i2]Amir Najafi, Damoun Nashta-ali, Abolfazl Seyed Motahari, Mehrdad Khani Shirkoohi, Babak Hossein Khalaj, Hamid R. Rabiee:
Fundamental Limits of Pooled-DNA Sequencing. CoRR abs/1604.04735 (2016) - 2013
- [i1]Amir Najafi, Amir Joudaki, Emad Fatemizadeh:
Nonlinear Dimensionality Reduction via Path-Based Isometric Mapping. CoRR abs/1312.0803 (2013)
Coauthor Index
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