Jamshidi, Pooyan

7 publications

TMLR 2025 An Empirical Study of the Accuracy-Robustness Trade-Off and Training Efficiency in Robust Self-Supervised Learning Fatemeh Ghofrani, Mehdi Yaghouti, Pooyan Jamshidi

AAAI 2024 FlexiBO: A Decoupled Cost-Aware Multi-Objective Optimization Approach for Deep Neural Networks (Abstract Reprint) Md Shahriar Iqbal, Jianhai Su, Lars Kotthoff, Pooyan Jamshidi

TMLR 2024 SelfXit: An Unsupervised Early Exit Mechanism for Deep Neural Networks Hossein KhademSohi, Mohammadamin Abedi, Yani Ioannou, Steve Drew, Pooyan Jamshidi, Hadi Hemmati

JAIR 2023 FlexiBO: A Decoupled Cost-Aware Multi-Objective Optimization Approach for Deep Neural Networks Md Shahriar Iqbal, Jianhai Su, Lars Kotthoff, Pooyan Jamshidi

ICMLW 2023 Rethinking Robust Contrastive Learning from the Adversarial Perspective Fatemeh Ghofrani, Mehdi Yaghouti, Pooyan Jamshidi

JAIR 2020 AMP Chain Graphs: Minimal Separators and Structure Learning Algorithms Mohammad Ali Javidian, Marco Valtorta, Pooyan Jamshidi

UAI 2020 Learning LWF Chain Graphs: A Markov Blanket Discovery Approach Mohammad Ali Javidian, Marco Valtorta, Pooyan Jamshidi