Location
This workshop was held at SAS Hall on the campus of NC State University.
Description
The GDRR program is broad, and embraces game theory, adversarial risk analysis, and complex decision theory, often in the context of system reliability in a stochastic environment. Machine learning approaches are a prominent part of the program. The workshop began with a series of overview lectures, and then segued into talks about recent research on these topics. Later in the week, participants broke out into working groups, and developed plans for their semester of work on these topics. On the final day of the workshop, the working group leaders reconvened to share their plans with the rest of the workshop participants.
Confirmed Speakers included:
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- Alicia Carriquiry (Iowa State University)
- Andrew Belmonte (Penn State University)
- Eunshin Byon (University of Michigan)
- Tahir Ekin (Texas State University)
- Daniel Eisenberg (Center for Infrastructure Defense Naval
Postgraduate School) - Sujit Ghosh (N.C. State University)
- Joseph Halpern (Cornell University)
- Patricia Hu (U.S. Department of Transportation)
- Bo Li (University of Illinois)
- Feng Liang (University of Illinois)
- Igor Linkov (US Army Corp of Engineers)
- George Michailidis (University of Florida)
- Tao Pang (N.C. State University)
- Nick Polson (University of Chicago)
- Nalini Ravishanker (University of Connecticut)
- Jesus Rios (IBM Research)
- Robert Sivinski (US Office of Management & Budget)
- Weidong Tian (UNC-Charlotte)
- Jun Zhuang (University of Buffalo)
Confirmed Panelists for this event were:
- Melike Baykal-Gursoy (Rutgers University)
- Vicki Bier (University of Wisconsin)
- Jennifer Clarke (University of Nebraska-Lincoln)
- Seth Guikema (University of Michigan)
- James Lambert (University of Virginia)
- Gordon Milbourn III (MITRE)
- Nozer Singpurwalla (City University of Hong Kong)
- Alyson Wilson (N.C. State University)
- Bowei Xi (Purdue University)
Schedule and Supporting Media
Printed Schedule
Titles & Abstracts
Participants List
Poster TitlesMonday, August 5, 2019
SAS Hall Auditorium, N.C. State University, Raleigh, NCDescription Speaker Slides Video Welcome David Banks, Duke University and Director, SAMSI Variance Reduction for Reliability Assessment with Stochastic Computer Models Eunshin Byon, University of Michigan Rethinking Resilience Analytics Daniel A. Eisenberg, Center for Infrastructure Defense Naval Postgraduate School Resilience: State of Science and State of Applications Igor Linkov, US Army Corp of Engineers Transportation System Reliability: Challenges and Opportunities Patricia Hu, US Department of Transportation Bayesian Inference for Common Cause Failure Rate Based on Causal Inference with Missing Data Evans Gouno, Universit´e de Bretagne Sud Game Theory and National Security Jun Zhuang, University of Buffalo The Foundations for Evidence Based Policymaking Robert Sivinski, US Office of Management & Budget Panel Discussion Disrupting Priorities of Engineering Systems James Lambert, University of Virginia Review of Laboratory for Analytic Sciences Alyson Wilson, N.C. State University Probabilistic Fault Tree Analysis, with Application to Spacecraft Re-entry Risk Simon Wilson, Trinity College Posters and Reception Tuesday, August 6, 2019
SAS Hall Auditorium, N.C. State University, Raleigh, NCRisk Analysis: Antimicrobial ResistanceJennifer Clarke, University of Nebraska-Lincoln
Description Speaker Slides Video Risk and Decisions in the Criminal Justice System Alicia Carriquiry, Iowa State University Dynamic Financial Decisions under Financial Risks Weidong Tian, UNC-Charlotte Portfolio Optimization with Conditional Value-at-Risk Tao Pang, N.C. State University Modeling Approaches for High-Frequency Financial Time Series Nalini Ravishanker, University of Connecticut Network Connectivity and Implications for Systemic Risk George Michailidis, University of Florida Fraud Analytics Tahir Ekin, Texas State University When are PH, AFT and PO Models not Adequate for Health Risk Assessment? Sujit Ghosh, N.C. State University Panel Discussion Healthcare Fraud – Major Risk for a Critical Societal System Gordon Milbourn III, The MITRE Corporation Sanjib Basu, University of Illinois, Chicago Wednesday, August 7, 2019
SAS Hall Auditorium, N.C. State University, Raleigh, NCDescription Speaker Slides Video To be determined David Banks, Duke University and Director, SAMSI Adversarial Risk Analysis Jesus Rios, IBM Research AI Computer Science Meets Game Theory: Implementing Mediators Robustly Joseph Halpern, Cornell University Bayesian Regularization: Asymptotic Properties and Computation Feng Liang, University of Illinois Gradient Boosting Trees for Spatial Data Prediction Bo Li, University of Illinois Deep Reinforcement Learning for Asset Based Modeling Nicholas Polson, University of Chicago Evolutionary Games and Adversarial Systems – Fundamentals and New Directions Andrew Belmonte, Penn State University Panel Discussion Melike Baykal-Gursoy, Rutgers University A Game Theoretic Approach for Adversarial Machine Learning” When Big Data Meets Cybersecurity Bowei Xi, Purdue University Nozer Singpurwalla, City University of Hong Kong Computational Challenges in Game-Theoretic Models Vicky Bier, University of Wisconsin Thursday, August 8, 2019
SAS Hall Auditorium, N.C. State University, Raleigh, NCDescription Formation of Working Groups Working Groups Meet in Breakout Rooms in SAS Hall Friday, August 9, 2019
SAS Hall Auditorium, N.C. State University, Raleigh, NCDescription Working Group Leaders Describe Research Plans Working Group Leaders Describe Research Plans Closing Remarks Questions: email [email protected]