Steven Cheng-Xian Li

According to our database, Steven Cheng-Xian Li authored at least 4 papers between 2015 and 2020.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2020

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

Steven Cheng-Xian Li, Benjamin M. Marlin

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

MisGAN: Learning from Incomplete Data with Generative Adversarial Networks.

Steven Cheng-Xian Li, Bo Jiang, Benjamin M. Marlin

Proceedings of the 7th International Conference on Learning Representations, 2019

2016

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

Steven Cheng-Xian Li, Benjamin M. Marlin

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

2015

Classification of Sparse and Irregularly Sampled Time Series with Mixtures of Expected Gaussian Kernels and Random Features.

Steven Cheng-Xian Li, Benjamin M. Marlin

Proceedings of the Thirty-First Conference on Uncertainty in Artificial Intelligence, 2015