PPT-The Complexity of Causality and

Responsibility f or Query Answers and nonAnswers Alexandra Meliou Wolfgang Gatterbauer Katherine Moore and Dan Suciu httpdbcswashingtoneducausality 1 Motivating E xample Explanations. Computer Science Department. Univers. ity of Bologna/INRIA. Italy. Amending Choreographies. Joint work with . Fabrizio Montesi . and Gianluigi Zavattaro. Map of the talk. Choreographies. Amending choreographies. ACTG Network Meeting. June 20, 2011. Ling Chin, MD, MPH. Safety Pharmacovigilance Team Leader, DAIDS. Deborah McMahon. , MD. University of Pittsburgh. ACTG - PEC. Olu Og. unyankin. , MD. DAIDS RSC . Safety & Pharmacovigilance Specialist. Roderick A. Rose. Senior Research Associate. Carolina Institute for Public Policy. The University of North Carolina at Chapel Hill. Summary. Rationale: . endogeneity. & causality. Instrumental variable estimation. a. uthors and advertisers often use three persuasive techniques that you should recognize:. Parallelism. Comparison. Causality. Comparison. The author will use similarities and differences between information to support his/her viewpoint. . f. or Query Answers and non-Answers. Alexandra Meliou, Wolfgang . Gatterbauer. , . Katherine . Moore, . and . Dan . Suciu. http://db.cs.washington.edu/causality/. 1. Motivating . E. xample: Explanations. Using . View. -Conditioned . Causality. Alexandra Meliou. *. . with Wolfgang . Gatterbauer. *. , . Suman. . Nath. §. , and Dan . Suciu. *. *. University of Washington, . §. Microsoft Research. University of Washington. Why do we work on Computational Biology?. Slides will be available on . http://www.dcs.warwick.ac.uk/~feng/combio.html. Computational Biology in Practice . Introduction and model fitting. Frequency . Facilitators’ Workshop on District Health Performance Improvement. Lilongwe, 25. th. – 27. th. March 2015. Steps. Diagnose. Select interventions. Define . indicators. Identify information . sources . Class 5. Tony Cox. tcoxdenver@aol.com. . University of Colorado at Denver. Course web site: . http://cox-associates.com/6330/. . What is a predictive model?. “The probability that X will happen is p” is a predictive model. Toniann. . Pitassi. University of Toronto. 2-Party Communication Complexity. [Yao]. 2-party communication: . each party has a dataset. . Goal . is to compute a function f(D. A. ,D. B. ). m. 1. m. 2. Daniel R. Montello and Paul C. Sutton. Fundamental Research Concepts. Chapter 2 Summary. Know the idea concepts and empirical concepts in science. Define causality and its role in scientific inquiry. What is the best way to measure the time complexity of an algorithm?. - Best-case run time?. - Worst-case run time?. - Average run time?. Which should we try to optimize?. Best-Case Measures. How can we modify almost any algorithm to have a good best-case running time?. Lijie. Chen. MIT. Today’s Topic. Background. . What is Fine-Grained Complexity?. The Methodology of Fine-Grained Complexity. Frontier: Fine-Grained Hardness for Approximation Problems. The Connection. By O’Neill, . Rajaguru. and Whaley. Michael O’Neill. FMRC Conference. May 18, 2018. Nashville, Tennessee . VIX derivatives markets. VIX was launched in 1993, VIX in 2004, options in 2006 and ETPs in 2009 (Whaley, 1993). VIX derivatives are now the most liquid volatility instruments. .