Roy Siegelmann

According to our database, Roy Siegelmann authored at least 5 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2026

Overcoming Valid Action Suppression in Unmasked Policy Gradient Algorithms.

Renos Zabounidis, Roy Siegelmann, Mohamad Qadri, Woojun Kim, Simon Stepputtis, Katia P. Sycara

CoRR, March, 2026

2025

Data-driven Practical Stabilization of Nonlinear Systems via Chain Policies: Sample Complexity and Incremental Learning.

Roy Siegelmann, Enrique Mallada

CoRR, October, 2025

Complementarity: Toward Better Metrics and Optimizing Data Efficiency in LLMs.

Roy Siegelmann

Trans. Mach. Learn. Res., 2025

2024

MICo: Preventative Detoxification of Large Language Models through Inhibition Control.

Roy Siegelmann, Ninareh Mehrabi, Palash Goyal, Prasoon Goyal, Lisa Bauer, Jwala Dhamala, Aram Galstyan, Rahul Gupta, Reza Ghanadan

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

2023

A Recurrence-Based Direct Method for Stability Analysis and GPU-Based Verification of Non-Monotonic Lyapunov Functions.

Roy Siegelmann, Yue Shen, Fernando Paganini, Enrique Mallada

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023