Steven Cheng-Xian Li

Publication Activity (10 Years)

Years Active: 2015-2020
Publications (10 Years): 6

Top Topics

Incomplete Data

Expectation Propagation

Connectionist Networks

Hyperparameters

Top Venues

Publications

Steven Cheng-Xian Li, Benjamin M. Marlin
Learning from Irregularly-Sampled Time Series: A Missing Data Perspective. ICML (2020)
Steven Cheng-Xian Li, Benjamin M. Marlin
Learning from Irregularly-Sampled Time Series: A Missing Data Perspective. CoRR (2020)
Steven Cheng-Xian Li, Bo Jiang, Benjamin M. Marlin
MisGAN: Learning from Incomplete Data with Generative Adversarial Networks. CoRR (2019)
Steven Cheng-Xian Li, Bo Jiang, Benjamin M. Marlin
MisGAN: Learning from Incomplete Data with Generative Adversarial Networks. ICLR (Poster) (2019)
Steven Cheng-Xian Li, Benjamin M. Marlin
A scalable end-to-end Gaussian process adapter for irregularly sampled time series classification. NIPS (2016)
Steven Cheng-Xian Li, Benjamin M. Marlin
A scalable end-to-end Gaussian process adapter for irregularly sampled time series classification. CoRR (2016)
Steven Cheng-Xian Li, Benjamin M. Marlin
Classification of Sparse and Irregularly Sampled Time Series with Mixtures of Expected Gaussian Kernels and Random Features. UAI (2015)