Approximation to Deep Q-Network by Stochastic Delay Differential Equations.
CoRR, May, 2025
Online federated learning framework for classification.
CoRR, March, 2025
Sample Average Approximation for Conditional Stochastic Optimization with Dependent Data.
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Distribution estimation and change-point detection for time series via DNN-based GANs.
CoRR, 2022