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Smooth Sensitivity and Sampling

Smooth Sensitivity and Sampling

Smooth Sensitivity and Sampling. CompSci 590.03 Instructor: Ashwin Machanavajjhala. Project Topics. 2-3 minute presentations about each project topic . 1-2 minutes of questions about each presentation. Recap: Differential Privacy. For every pair of inputs that differ in one value.

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540 views • 33 slides
Global Sensitivity-Based Calibration of Computer Models

Global Sensitivity-Based Calibration of Computer Models

Global Sensitivity-Based Calibration of Computer Models. Vladimir Fonoberov (Aimdyn Inc, USA) Igor Mezic (UC Santa Barbara, USA). Outline. Computer models of physical and biological systems Matching model outputs to known data Global sensitivity GoSUM software

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415 views • 30 slides
Yunfei Chu, Zuyi Huang, Mitchell Serpas, Juergen Hahn Texas A& M University

Yunfei Chu, Zuyi Huang, Mitchell Serpas, Juergen Hahn Texas A& M University

Tom Edgar’s Contribution to Model Reduction as an introduction to Global Sensitivity Analysis Procedure Accounting for Effect of Available Experimental Data. Yunfei Chu, Zuyi Huang, Mitchell Serpas, Juergen Hahn Texas A& M University. Tom Edgar’s Contribution to Model Reduction.

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273 views • 25 slides
Differential Privacy

Differential Privacy

Differential Privacy. Xintao Wu slides (P2-20) from Vitaly Shmatikove , then from Adam Smith. Reading Assignment. Dwork. “Differential Privacy: A Survey of Results”. x 1. query 1. x 2. answer 1. x 3. . query T. x n-1. answer T. x n. Basic Setting. San. Users

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721 views • 23 slides
Differential Privacy

Differential Privacy

Differential Privacy. REU Project Mentors: Darakhshan Mir James Abello Marco A. Perez. What is Differential Privacy?. One’s participation in a statistical database should not disclose more information that is otherwise public. What is differential privacy?.

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355 views • 12 slides

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