Classification of Sparse and Irregularly Sampled Time Series with Mixtures of Expected Gaussian Kernels and Random Features. - Steven Cheng-Xian Li; Benjamin M. Marlin (UAI, 2015)

A scalable end-to-end Gaussian process adapter for irregularly sampled time series classification. - Steven Cheng-Xian Li; Benjamin M. Marlin (NIPS, 2016)

MisGAN: Learning from Incomplete Data with Generative Adversarial Networks. - Steven Cheng-Xian Li; Bo Jiang; Benjamin M. Marlin (ICLR (Poster), 2019)

Learning from Irregularly-Sampled Time Series: A Missing Data Perspective. - Steven Cheng-Xian Li; Benjamin M. Marlin (ICML, 2020)