8 citations · 16 across the 4 of their papers we have counts for
4 papers
Greykite: Deploying Flexible Forecasting at Scale at LinkedIn
Reza Hosseini, Albert Chen, Kaixu Yang +5
Forecasts help businesses allocate resources and achieve objectives. At LinkedIn, product owners use forecasts to set business targets, track outlook, and monitor health. Engineers…
ENNS: Variable Selection, Regression, Classification and Deep Neural Network for High-Dimensional Data
Kaixu Yang, Tapabrata Maiti
High-dimensional, low sample-size (HDLSS) data problems have been a topic of immense importance for the last couple of decades. There is a vast literature that proposed a wide vari…
A flexible forecasting model for production systems
Reza Hosseini, Kaixu Yang, Albert Chen +1
This paper discusses desirable properties of forecasting models in production systems. It then develops a family of models which are designed to satisfy these properties: highly cu…
Ultra high dimensional generalized additive model: Unified Theory and Methods
Kaixu Yang, Tapabrata Maiti
Generalized additive model is a powerful statistical learning and predictive modeling tool that has been applied in a wide range of applications. The need of high-dimensional addit…