Towards Deep Learning Models Resistant to Large Perturbations. - Amirreza Shaeiri; Rozhin Nobahari; Mohammad Hossein Rohban (CoRR, 2020)

ARAE: Adversarially robust training of autoencoders improves novelty detection. - Mohammadreza Salehi; Atrin Arya; Barbod Pajoum; Mohammad Otoofi; Amirreza Shaeiri; Mohammad Hossein Rohban; Hamid R. Rabiee (Neural Networks, 2021)

Multiclass Transductive Online Learning. - Steve Hanneke; Vinod Raman; Amirreza Shaeiri; Unique Subedi (NeurIPS, 2024)

For Universal Multiclass Online Learning, Bandit Feedback and Full Supervision are Equivalent. - Steve Hanneke; Amirreza Shaeiri; Hongao Wang (ALT, 2025)

Universal Rates for Multiclass Learning with Bandit Feedback. - Steve Hanneke; Amirreza Shaeiri; Qian Zhang (COLT, 2025)