Sivaranjani, S.

4 publications

TMLR 2026 ECLipsE-Gen-Local: Efficient Compositional Local Lipschitz Estimates for Deep Neural Networks Yuezhu Xu, S Sivaranjani

NeurIPS 2025 Globally Optimal Policy Gradient Algorithms for Reinforcement Learning with PID Control Policies Vipul Kumar Sharma, Wesley A. Suttle, S Sivaranjani

NeurIPS 2024 ECLipsE: Efficient Compositional Lipschitz Constant Estimation for Deep Neural Networks Yuezhu Xu, S. Sivaranjani

L4DC 2020 Data-Driven Identification of Approximate Passive Linear Models for Nonlinear Systems S. Sivaranjani, Etika Agarwal, Vijay Gupta