1 citations · 1 across the 3 of their papers we have counts for
3 papers
cs.LG2025
Distributionally Robust Safety Verification of Neural Networks via Worst-Case CVaR
Masako Kishida
Ensuring the safety of neural networks under input uncertainty is a fundamental challenge in safety-critical applications. This paper builds on and expands Fazlyab's quadratic-cons…
eess.SP2024★ 1 cited
Introducing Graph Learning over Polytopic Uncertain Graph
Masako Kishida, Shunsuke Ono
This extended abstract introduces a class of graph learning applicable to cases where the underlying graph has polytopic uncertainty, i.e., the graph is not exactly known, but its…
math.OC2023
Risk-Aware Control of Discrete-Time Stochastic Systems: Integrating Kalman Filter and Worst-case CVaR in Control Barrier Functions
Masako Kishida
This paper proposes control approaches for discrete-time linear systems subject to stochastic disturbances. It employs Kalman filter to estimate the mean and covariance of the stat…