Convergence analysis of controlled particle systems arising in deep learning: from finite to infinite sample size.
CoRR, 2024
Large Sample Mean-Field Stochastic Optimization.
SIAM J. Control. Optim., August, 2022
Optimal Tracking Portfolio with a Ratcheting Capital Benchmark.
SIAM J. Control. Optim., 2021
Risk Sensitive Portfolio Optimization with Default Contagion and Regime-Switching.
SIAM J. Control. Optim., 2019