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Emperical Interference

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Autonomous Vision

Autonomous Learning

Bioinspired Autonomous Miniature Robots

Dynamic Locomotion

Embodied Vision

Human Aspects of Machine Learning

Intelligent Control Systems

Learning and Dynamical Systems

Locomotion in Biorobotic and Somatic Systems

Micro, Nano, and Molecular Systems

Movement Generation and Control

Neural Capture and Synthesis

Physics for Inference and Optimization

Organizational Leadership and Diversity

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Robot Learning

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2022

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Human Aspects of Machine Learning Conference Paper Causal Adversarial Perturbations for Individual Fairness and Robustness in Heterogeneous Data Spaces. Ehyaei, A., Mohammadi, K., Karimi, A., Samadi, S., Farnadi, G. In Proceedings of the AAAI Conference on Artificial Intelligence, 2024 (Published) BibTeX
Human Aspects of Machine Learning Conference Paper Designing Ambiguity Sets for Distributionally Robust Optimization Using Structural Causal Optimal Transport Ehyaei, A. R., Farnadi, G., Samadi, S. In Proceedings of the AAAI Conference on Artificial Intelligence, 2024 (Published) BibTeX
Human Aspects of Machine Learning Conference Paper Wasserstein Distributionally Robust Optimization Through the Lens of Structural Causal Models and Individual Fairness. Ehyaei, A. R., Farnadi, G., Samadi, S. In The Thirty-eighth Annual Conference on Neural Information Processing Systems, 2024 (Published) BibTeX
Human Aspects of Machine Learning Social Foundations of Computation Conference Paper Do personality tests generalize to Large Language Models? Sühr, T., Dorner, F., Samadi, S., Kelava, A. In Proceedings of the Thirty-Seventh Annual Conference on Neural Information Processing Systems., Ernest N. Morial Convention Center, New Orleans, Louisiana., Socially Responsible Language Modelling Research (SoLaR) Workshop at NeurIPS, 2023 (Published) URL BibTeX
Human Aspects of Machine Learning Empirical Inference Conference Paper Robustness implies fairness in causal algorithmic recourse. Ehyaei, A., Karimi, A., Schölkopf, B., Maghsudi, S. In 2023 (Published) BibTeX