Publications

Selected Publications

Nahal Mirzaie, A. Alipanah, A. Abbasi, A. Farzane, H. Jafarinia,
E. Sobhaei, M. Ghaznavi, A. Najafi, M. Soleymani Baghshah, M. H. Rohban (2026)
On the Role of Implicit Regularization of Stochastic Gradient Descent in Group Robustness
International Conference on Learning Representations (ICLR 2026)

Nahal Mirzaie, M. Ghaznavi, H. Oyarhoseini, A. Alipanah, et al. (2025)
The Silent Helper: How Implicit Regularization Enhances Group Robustness
High-dimensional Learning Dynamics (ICML Workshop 2025)

Nahal Mirzaie, M. V. Sanian, M. H. Rohban (2023)
Weakly-Supervised Drug Efficiency Estimation with Confidence Score
MICCAI 2023, Springer LNCS 14244, pp. 676–685

H. Jafarinia, A. Alipanah, S. Razavi, Nahal Mirzaie, M. H. Rohban (2024)
Snuffy: Efficient Whole Slide Image Classifier
ECCV 2024

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Other Publications

Nahal Mirzaie, F. Faghih, S. Jacobs, B. Bonakdarpour (2020)
Parameterized synthesis of self-stabilizing protocols in symmetric networks
Acta Informatica
DOI: 10.1007/s00236-019-00361-7

Nahal Mirzaie, F. Faghih, S. Jacobs, B. Bonakdarpour (2019)
Parameterized synthesis of self-stabilizing protocols in symmetric rings
OPODIS 2019
DOI: 10.4230/LIPIcs.OPODIS.2018.29

H. Jafarinia, D. Hamdi, A. Alipanah, Nahal Mirzaie, M. H. Rohban (2024)
MILFORMER: Weighted Dual Stream Class Centered Random Attention MIL
AI for Health Equity and Fairness, Springer Nature

H. Jafarinia, D. Hamdi, A. Alamdar, E. Zahiri, S. Vafaie Tabar,
A. Alipanah, Nahal Mirzaie, S. Razavi, A. Najafi, M. H. Rohban (2025)
Navigating the MIL Trade-Off: Flexible Pooling for Whole Slide Image Classification
The Thirty-ninth Annual Conference on Neural Information Processing Systems (NeurIPS 2025)