Amir Najafi

According to our database, Amir Najafi authored at least 11 papers between 2011 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Sample Complexity Bounds for Learning High-dimensional Simplices in Noisy Regimes.

Amir Hossein Saberi, Amir Najafi, Seyed Abolfazl Motahari, Babak H. Khalaj

CoRR, 2022

2020

Regularizing Recurrent Neural Networks via Sequence Mixup.

Armin Karamzade, Amir Najafi, Seyed Abolfazl Motahari

CoRR, 2020

2019

Statistical Association Mapping of Population-Structured Genetic Data.

Amir Najafi, Sepehr Janghorbani, Seyed Abolfazl Motahari, Emad Fatemizadeh

IEEE ACM Trans. Comput. Biol. Bioinform., 2019

Robustness to Adversarial Perturbations in Learning from Incomplete Data.

Amir Najafi, Shin-ichi Maeda, Masanori Koyama, Takeru Miyato

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Manifold Mixup: Better Representations by Interpolating Hidden States.

Vikas Verma, Alex Lamb, Christopher Beckham, Amir Najafi, Ioannis Mitliagkas, David Lopez-Paz, Yoshua Bengio

Proceedings of the 36th International Conference on Machine Learning, 2019

2018

On Statistical Learning of Simplices: Unmixing Problem Revisited.

Amir Najafi, Saeed Ilchi, Amir H. Saberi, Abolfazl S. Motahari, Babak H. Khalaj, Hamid R. Rabiee

CoRR, 2018

2017

Reliable Learning of Bernoulli Mixture Models.

Amir Najafi, Abolfazl S. Motahari, Hamid R. Rabiee

CoRR, 2017

2016

Nonlinear Dimensionality Reduction via Path-Based Isometric Mapping.

Amir Najafi, Amir Joudaki, Emad Fatemizadeh

IEEE Trans. Pattern Anal. Mach. Intell., 2016

Fundamental Limits of Pooled-DNA Sequencing.

Amir Najafi, Damoun Nashta-ali, Abolfazl Seyed Motahari, Mehrdad Khani Shirkoohi, Babak Hossein Khalaj, Hamid R. Rabiee

CoRR, 2016

2012

Sum capacity bounds and design of errorless codes for binary asynchronous CDMA systems.

Shayan Dashmiz, S. M. Mansouri, Amir Najafi, Farrokh Marvasti

Proceedings of the 19th International Conference on Telecommunications, 2012

2011

A content-based digital image watermarking algorithm robust against JPEG compression.

Amir Najafi, Ali Siahkoohi, Mohammad B. Shamsollahi

Proceedings of the 2011 IEEE International Symposium on Signal Processing and Information Technology, 2011