2 papers
math-ph2026
Eigenvalue degeneracy in sparse random matrices
Masanari Shimura
In random matrices with independent and continuous matrix entries, the degeneracy probability of the eigenvalues is known to be zero. In this paper, random matrices including disco…
cs.AI2025
Enhancing AI System Resiliency: Formulation and Guarantee for LSTM Resilience Based on Control Theory
Sota Yoshihara, Ryosuke Yamamoto, Hiroyuki Kusumoto +1
This paper proposes a novel theoretical framework for guaranteeing and evaluating the resilience of long short-term memory (LSTM) networks in control systems. We introduce "recover…