Konstantinos Spiliopoulos

Scaling Limit of Neural Networks with the Xavier Initialization and Convergence to a Global Minimum pdf

Justin Sirignano, Konstantinos Spiliopoulos, Justin A. Sirignano, 2019, ArXiv.

Normalization effects on shallow neural networks and related asymptotic expansions pdf

Konstantinos Spiliopoulos, Jiahui Yu, 2020, ArXiv.

Asymptotics of Reinforcement Learning with Neural Networks pdf

Justin Sirignano, Konstantinos Spiliopoulos, Justin A. Sirignano, 2019, Stochastic Systems.

Default Clustering in Large Pools: Large Deviations

Konstantinos Spiliopoulos, Richard B. Sowers, K. Spiliopoulos, 2013, SIAM J. Financial Math..

Selection of Quasi-stationary States in the Stochastically Forced Navier–Stokes Equation on the Torus

Eric Cooper, Konstantinos Spiliopoulos, Margaret Beck, 2019, J. Nonlinear Sci..

Scaling limits and exit law for multiscale diffusions

Konstantinos Spiliopoulos, Sergio Angel Almada, K. Spiliopoulos, 2012, Asymptot. Anal..