Steven Cheng-Xian Li

MisGAN: Learning from Incomplete Data with Generative Adversarial Networks

Steven Cheng-Xian Li, Bo Jiang, Benjamin M. Marlin · arXiv (Cornell University) · 2019 · 59 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +13

A scalable end-to-end Gaussian process adapter for irregularly sampled time series classification

Steven Cheng-Xian Li, Benjamin M. Marlin · Neural Information Processing Systems · 2016 · 44 citations

Engineering, Machine Learning, Data Science +16

Learning from Irregularly-Sampled Time Series: A Missing Data Perspective

Steven Cheng-Xian Li, Benjamin M. Marlin · arXiv (Cornell University) · 2020 · 21 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17

Classification of sparse and irregularly sampled time series with mixtures of expected Gaussian kernels and random features

Steven Cheng-Xian Li, Benjamin M. Marlin · Uncertainty in Artificial Intelligence · 2015 · 19 citations

Kernel-based Framework, Engineering, Machine Learning +17

A scalable end-to-end Gaussian process adapter for irregularly sampled time series classification

Steven Cheng-Xian Li, Benjamin M. Marlin · arXiv (Cornell University) · 2016 · 13 citations · Full text

Engineering, Machine Learning, Data Science +16