activity
20042024
most citedCuriosity-Driven Recommendation Strategy for Adaptive Learning via Deep Reinforcement Learning

3 citations · 4 across the 7 of their papers we have counts for

collaborators
Showing 2022Show all

2 papers · 1 filter

math.ST2022

Asymptotic Statistical Analysis of -divergence GAN

Xinwei Shen, Kani Chen, Tong Zhang

Generative Adversarial Networks (GANs) have achieved great success in data generation. However, its statistical properties are not fully understood. In this paper, we consider the…

cs.LG2022

IDEA: Interpretable Dynamic Ensemble Architecture for Time Series Prediction

Mengyue Zha, Kani Chen, Tong Zhang

We enhance the accuracy and generalization of univariate time series point prediction by an explainable ensemble on the fly. We propose an Interpretable Dynamic Ensemble Architectu…