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Cited by
All
Since 2019
Citations
491
470
h-index
4
4
i10-index
4
4
0
120
60
30
90
2016
2017
2018
2019
2020
2021
2022
2023
2024
4
6
9
25
73
106
78
97
90
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Steven Cheng-Xian Li
University of Massachusetts Amherst
Verified email at cs.umass.edu
Generative Models
Missing Data
Gaussian Processes
Articles
Cited by
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Year
MisGAN: Learning from Incomplete Data with Generative Adversarial Networks
SCX Li, B Jiang, B Marlin
International Conference on Learning Representations (ICLR)
, 2019
260
2019
A Scalable End-to-End Gaussian Process Adapter for Irregularly Sampled Time Series Classification
SCX Li, BM Marlin
Advances in Neural Information Processing Systems (NeurIPS), 1804-1812
, 2016
105
2016
Learning from Irregularly-Sampled Time Series: A Missing Data Perspective
SCX Li, BM Marlin
International Conference on Machine Learning (ICML)
, 2020
76
2020
Classification of Sparse and Irregularly Sampled Time Series with Mixtures of Expected Gaussian Kernels and Random Features
SCX Li, BM Marlin
Conference on Uncertainty in Artificial Intelligence (UAI), 484-493
, 2015
47
2015
Collaborative Multi-Output Gaussian Processes for Collections of Sparse Multivariate Time Series
SCX Li, B Marlin
NIPS 2015 Time Series Workshop
, 2015
2
2015
Learning from Irregularly-Sampled Time Series
SCX Li
1
2020
Appendix for Classification of Sparse and Irregularly Sampled Time Series with Mixtures of Expected Gaussian Kernels and Random Features
SCX Li, B Marlin
2015
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