Jia Li

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Titles and Affiliations
Professor, Statistics

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Recent Publications

A fast globally linearly convergent algorithm for the computation of wasserstein barycenters

Yang, L., Li, J., Sun, D. & Toh, K. C., 2021, In: Journal of Machine Learning Research. 22

Research output: Contribution to journalArticlepeer-review

Aggregated Wasserstein Distance and State Registration for Hidden Markov Models

Chen, Y., Ye, J. & Li, J., Sep 1 2020, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 42, 9, p. 2133-2147 15 p., 8678434.

Research output: Contribution to journalArticlepeer-review

ARBEE: Towards Automated Recognition of Bodily Expression of Emotion in the Wild

Luo, Y., Ye, J., Adams, R. B., Li, J., Newman, M. G. & Wang, J. Z., Jan 1 2020, In: International Journal of Computer Vision. 128, 1, p. 1-25 25 p.

Research output: Contribution to journalArticlepeer-review

CPS analysis: Self-contained validation of biomedical data clustering

Zhang, L., Lin, L. & Li, J., Jun 1 2020, In: Bioinformatics. 36, 11, p. 3516-3521 6 p.

Research output: Contribution to journalArticlepeer-review

Optimal transport, mean partition, and uncertainty assessment in cluster analysis

Li, J., Seo, B. & Lin, L., Oct 1 2019, In: Statistical Analysis and Data Mining. 12, 5, p. 359-377 19 p.

Research output: Contribution to journalArticlepeer-review

Probabilistic Multigraph Modeling for Improving the Quality of Crowdsourced Affective Data

Ye, J., Li, J., Newman, M. G., Adams, R. B. & Wang, J. Z., Jan 1 2019, In: IEEE Transactions on Affective Computing. 10, 1, p. 115-128 14 p., 7872458.

Research output: Contribution to journalArticlepeer-review

Detecting Comma-Shaped Clouds for Severe Weather Forecasting Using Shape and Motion

Zheng, X., Ye, J., Chen, Y., Wistar, S., Li, J., Piedra Fernández, J. A., Steinberg, M. A. & Wang, J. Z., Jun 2019, In: IEEE Transactions on Geoscience and Remote Sensing. 57, 6, p. 3788-3801 14 p., 8606456.

Research output: Contribution to journalArticlepeer-review

Development and validation of Image Stimuli for Emotion Elicitation (ISEE): A novel affective pictorial system with test-retest repeatability

Kim, H., Lu, X., Costa, M., Kandemir, B., Adams, R. B., Li, J., Wang, J. Z. & Newman, M. G., Mar 2018, In: Psychiatry Research. 261, p. 414-420 7 p.

Research output: Contribution to journalArticlepeer-review

Advancing science and technology with big data analytics

Li, J., Jun 2018, In: Statistical Analysis and Data Mining. 11, 3, p. 97 1 p.

Research output: Contribution to journalEditorialpeer-review

Geometry-Sensitive Ensemble Mean Based on Wasserstein Barycenters: Proof-of-Concept on Cloud Simulations

Li, J. & Zhang, F., Oct 2 2018, In: Journal of Computational and Graphical Statistics. 27, 4, p. 785-797 13 p.

Research output: Contribution to journalArticlepeer-review