Workshop on Optimization Methods for Anomaly Detection
Workshop Program

April 26, 2014

To be held in conjunction with SDM 2014



OMAD 2014 Program

Time Talk Title
1:30pm -1:35pm Introduction by Sanjay Chawla
1:35pm -2:20pm Invited Talk: Understanding Global Change:
Opportunities and Challenges for Data Driven Research
2:20pm -2:35pm ParitoSVR: Parallel Iterated Optimizer for Support Vector Regression
in the Primal
2:35pm -2:50pm Measuring Anomalousness in Statistical Models
2:50pm -3:05pm Identifying Precursors to Anomalies Using
Inverse Reinforcement Learning
3:05pm -3:20pm Coffee Break
3:20pm -3:35pm Anomaly Detection Using Tripoint Arbitration Similarity Method
3:35pm -4:20pm Invited Talk: User-in-the-loop Learning and
Optimization for Anomalous Action Detection
4:20pm -4:30pm Discussion and Closing Remarks
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