Amir Najafi

Statistical Association Mapping of Population-Structured Genetic Data

Seyed Abolfazl Motahari, Emad Fatemizadeh, Amir Najafi, 2016, bioRxiv.

Robustness to Adversarial Perturbations in Learning from Incomplete Data pdf

Amir Najafi, Takeru Miyato, Shin-ichi Maeda, 2019, NeurIPS.

Reliable clustering of Bernoulli mixture models

Hamid R. Rabiee, Amir Abbas Najafi, Abolfazl S. Motahari, 2017 .

Manifold Mixup: Better Representations by Interpolating Hidden States

Ioannis Mitliagkas, Yoshua Bengio, David Lopez-Paz, 2018, ICML.

Nonlinear Dimensionality Reduction via Path-Based Isometric Mapping

Amir Najafi, Emad Fatemizadeh, Amir Joudaki, 2013, IEEE Transactions on Pattern Analysis and Machine Intelligence.