Amir Najafi - RankMe

23 papers A* 4B 1Journal 16Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Efficient Adversarial Attacks on High-dimensional Offline Bandits. CoRR Seyed Mohammad Hadi Hosseini, Amir Najafi, Mahdieh Soleymani Baghshah
2026	J	`jnl`	Federated Ensemble Learning with Progressive Model Personalization. CoRR Ala Emrani, Amir Najafi, Abolfazl Motahari
2025	A*	`conf`	Certifiably Robust Model Evaluation in Federated Learning under Meta-Distributional Shifts. ICML Amir Najafi, Samin Mahdizadeh Sani, Farzan Farnia
2025	J	`jnl`	Fundamental Limits of Learning High-dimensional Simplices in Noisy Regimes. CoRR Seyed Amir Hossein Saberi, Amir Najafi, Abolfazl S. Motahari, Babak Hossein Khalaj
2025	B	`conf`	New Algorithmic Directions in Optimal Transport and Applications for Product Spaces. ISAAC Salman Beigi, Omid Etesami, Mohammad Mahmoody, Amir Najafi
2025	J	`jnl`	New Algorithmic Directions in Optimal Transport and Applications for Product Spaces. CoRR Salman Beigi, Omid Etesami, Mohammad Mahmoody, Amir Najafi
2025	J	`jnl`	Robust Learnability of Sample-Compressible Distributions under Noisy or Adversarial Perturbations. CoRR Arefe Boushehrian, Amir Najafi
2024	J	`jnl`	Gradual Domain Adaptation via Manifold-Constrained Distributionally Robust Optimization. CoRR Amir Hossein Saberi, Amir Najafi, Ala Emrani, Amin Behjati, Yasaman Zolfimoselo, Mahdi Shadrooy, Abolfazl S. Motahari, Babak H. Khalaj
2024	A*	`conf`	Out-Of-Domain Unlabeled Data Improves Generalization. ICLR Seyed Amir Hossein Saberi, Amir Najafi, Alireza Heidari, Mohammad Hosein Movasaghinia, Abolfazl S. Motahari, Babak H. Khalaj
2024	J	`jnl`	Robust Model Evaluation over Large-scale Federated Networks. CoRR Amir Najafi, Samin Mahdizadeh Sani, Farzan Farnia
2022	J	`jnl`	Sample Complexity Bounds for Learning High-dimensional Simplices in Noisy Regimes. CoRR Amir Hossein Saberi, Amir Najafi, Seyed Abolfazl Motahari, Babak H. Khalaj
2020	J	`jnl`	Regularizing Recurrent Neural Networks via Sequence Mixup. CoRR Armin Karamzade, Amir Najafi, Seyed Abolfazl Motahari
2019	A*	`conf`	Manifold Mixup: Better Representations by Interpolating Hidden States. ICML Vikas Verma, Alex Lamb, Christopher Beckham, Amir Najafi, Ioannis Mitliagkas, David Lopez-Paz, Yoshua Bengio
2019	A*	`conf`	Robustness to Adversarial Perturbations in Learning from Incomplete Data. NeurIPS Amir Najafi, Shin-ichi Maeda, Masanori Koyama, Takeru Miyato
2019	J	`jnl`	Robustness to Adversarial Perturbations in Learning from Incomplete Data. CoRR Amir Najafi, Shin-ichi Maeda, Masanori Koyama, Takeru Miyato
2019	J	`jnl`	Statistical Association Mapping of Population-Structured Genetic Data. IEEE ACM Trans. Comput. Biol. Bioinform. Amir Najafi, Sepehr Janghorbani, Seyed Abolfazl Motahari, Emad Fatemizadeh
2018	J	`jnl`	On Statistical Learning of Simplices: Unmixing Problem Revisited. CoRR Amir Najafi, Saeed Ilchi, Amir H. Saberi, Abolfazl S. Motahari, Babak H. Khalaj, Hamid R. Rabiee
2017	J	`jnl`	Reliable Learning of Bernoulli Mixture Models. CoRR Amir Najafi, Abolfazl S. Motahari, Hamid R. Rabiee
2016	J	`jnl`	Fundamental Limits of Pooled-DNA Sequencing. CoRR Amir Najafi, Damoun Nashta-ali, Abolfazl Seyed Motahari, Mehrdad Khani Shirkoohi, Babak Hossein Khalaj, Hamid R. Rabiee
2016	J	`jnl`	Nonlinear Dimensionality Reduction via Path-Based Isometric Mapping. IEEE Trans. Pattern Anal. Mach. Intell. Amir Najafi, Amir Joudaki, Emad Fatemizadeh
2013	J	`jnl`	Nonlinear Dimensionality Reduction via Path-Based Isometric Mapping. CoRR Amir Najafi, Amir Joudaki, Emad Fatemizadeh
2012	—	`conf`	Sum capacity bounds and design of errorless codes for binary asynchronous CDMA systems. ICT Shayan Dashmiz, S. M. Mansouri, Amir Najafi, Farrokh Marvasti
2011	—	`conf`	A content-based digital image watermarking algorithm robust against JPEG compression. ISSPIT Amir Najafi, Ali Siahkoohi, Mohammad B. Shamsollahi