| 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 | 1474 | 2019 |
| 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 | 133 | 2019 |
| 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 | 41 | 2015 |
| 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 | 14 | 2017 |
| Reliable clustering of Bernoulli mixture models A Najafi, SA Motahari, HR Rabiee Bernoulli 26 (2), 1535-1559, 2020 | 12* | 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 | 5 | 2016 |
| Distributed sparse feature selection in communication-restricted networks H Barghi, A Najafi, SA Motahari arXiv preprint arXiv:2111.02802, 2021 | 4 | 2021 |
| 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 | 3 | 2021 |
| 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 | 2 | 2023 |
| 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 | 2 | 2011 |
| 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 | 1 | 2012 |
| Out-Of-Domain Unlabeled Data Improves Generalization A Najafi, A Heidari, MH Movasaghinia, A Motahari, B Khalaj The Twelfth International Conference on Learning Representations, 2024 | | 2024 |
| 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 |
| Sample Complexity Bounds for Learning High-dimensional Simplices in Noisy Regimes A Najafi, A Motahari, B Khalaj | | |
Alex LambMicrosoft Research (NYC), Université de Montréal, Google Brain, Amazon, Twitch PhD FellowVerified email at microsoft.com
