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Adnane Saoud

2 accepted papers

2026

Just Few States Are Enough: Randomized Sparse Feedback for Stability of Dynamical Systems

AAAI 2026technical

While classical control theory assumes that the controller has access to measurements of the entire state (or output) at every time instant, this paper investigates a setting where the feedback controller can only access a randomly selected subset of the state vector at each time step. Due to the ra

Cited by 0SourcePDFScholar
2025

Bridging Robustness and Generalization Against Word Substitution Attacks in NLP via the Growth Bound Matrix Approach

ACL 2025finding

Despite advancements in Natural Language Processing (NLP), models remain vulnerable to adversarial attacks, such as synonym substitutions. While prior work has focused on improving robustness for feed-forward and convolutional architectures, the robustness of recurrent networks and modern state spac…