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Robust Regression via Heuristic Hard Thresholding

Xuchao Zhang, Liang Zhao, Arnold P. Boedihardjo, Chang-Tien Lu: Robust Regression via Heuristic Hard Thresholding. IJCAI 2017: 3434-3440

Online and Distributed Robust Regressions Under Adversarial Data Corruption

Xuchao Zhang, Liang Zhao, Arnold P. Boedihardjo, Chang-Tien Lu: Online and Distributed Robust Regressions Under Adversarial Data Corruption. ICDM 2017: 625-634

TRACES: Generating Twitter stories via shared subspace and temporal smoothness

Xuchao Zhang, Zhiqian Chen, Liang Zhao, Arnold P. Boedihardjo, Chang-Tien Lu: TRACES: Generating Twitter stories via shared subspace and temporal smoothness. IEEE BigData2017: 1688-1693

Trendi: Tracking stories in news and microblogs via emerging, evolving and fading topics

Xuchao Zhang, Liang Zhao, Zhiqian Chen, Arnold P. Boedihardjo, Jing Dai, Chang-Tien Lu: Trendi: Tracking stories in news and microblogs via emerging, evolving and fading topics. IEEE BigData 2017: 1590-1599

The Signals and Systems Approach to Animation

Observation-Level Interaction with Clustering and Dimension Reduction Algorithms

John E. Wenskovitch, Chris North: Observation-Level Interaction with Clustering and Dimension Reduction Algorithms.HILDA@SIGMOD 2017: 14:1-14:6

Portable Parallel Design of Weighted Multi-Dimensional Scaling for Real-Time Data Analysis

Sajal Dash, Anshuman Verma, Chris North, Wu-chun Feng:Portable Parallel Design of Weighted Multi-Dimensional Scaling for Real-Time Data Analysis. HPCC/SmartCity/DSS 2017: 10-17

New methods to generate massive synthetic networks

Guided Deep List: Automating the Generation of Epidemiological Line Lists from Open Sources

Gaussian Process Models in Spatial Data Mining