Automatic Construction of Nonparametric Relational Regression Models for Multiple Time Series

By Yunseong Hwang, Anh Tong, Jaesik Choi. 2016

46 citations recorded by the source corpus.

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

1. Bernie Wang
2. Tim Januschowski
3. Jan Gasthaus
4. Danielle C. Maddix
5. Alex Smola
6. Bryan Lim
7. Mikolaj Binkowski
8. Dean Phillips Foster

Citations in the corpus

• Deep Factors for Forecasting (2019, background): “The global-local structure has been used previously in a number of special contexts (Xu et al., 2009; Ahmadi et al., 2011; Hwang et al., 2016; Choi et al., 2011).”
• Autoregressive Convolutional Neural Networks for Asynchronous Time Series (2017, background): “ICML, NIPS, AISTATS, UAI), one can notice that time series are often forecast using Gaussian processes (Petelin et al., 2011; Tobar et al., 2015; Hwang et al., 2016), especially when time series are irregularly sampled (Cunningham et al.”