Ordinal Deep Learning for Gene-Environment Interaction analysis

Spatio-temporally Smoothed Deep Survival Neural Network

Iterative Connecting Probability Estimation for Networks

Heterogeneous network estimation for single-cell transcriptomic data via neighborhood selection-based deep neural network

Distributed Learning of Conditional Quantiles in the Reproducing Kernel Hilbert Space

Distributed Estimation and Inference for Semi-parametric Binary Response Models

Decentralized Strongly Convex Optimization with Less Local First-Order Oracle Complexity

Distributed Semi-Supervised Sparse Statistical Inference

Mechanism Analysis and Impact Measurement of the Platform Economy's Social Welfare Effect: An Empirical Study based on the Questionnaire Survey of Merchants on MT Take-out Platform

On the Modelling and Prediction of High-dimensional Functional Time Series

High-dimensional Volatility matrix estimation using Generative Adversarial Networks (GAN) assisted Hybrid Monte Carlo (HMC) for high-frequency data

Multi-modal Knowledge Discovery and Pre-training Cross Vision and Language