Author:Tong Zhou

Publications
Improved Sales Forecasting Using Trend and Seasonality Decomposition with LightGBM Tong Zhou EasyChair Preprint no. 10926
Ensemble Models for Forecasting Microbusiness Density: a Research Study Tong Zhou EasyChair Preprint no. 10920
Multi-Granulariy Time-Based Transformer for Knowledge Tracing Tong Zhou EasyChair Preprint no. 9950
Nonparametric Identification and Estimation of Earnings Dynamics using a Hidden Markov Model: Evidence from the PSID Tong Zhou EasyChair Preprint no. 9949

Keyphrases

deep learning, Education, Ensemble, Hidden Markov Model, LightGBM, machine learning, Microbusiness, Modified Stochastic EM, multi-granularity, neural network, nonparametric identification, panel data, Prophet model, PSID, RIIID, Sales Forecasting, transformer, Trend and Seasonality Decomposition, Walmart.