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Pseudorandom Generators from Invariance Principles

Pseudorandom Generators from Invariance Principles. Raghu Meka UT Austin. What are Invariance Principles?. Example 1: Central Limit Theorem. Let iid with finite mean and variance. (after appropriate normalization). Trivia: CLT is how Gaussian density came about .

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662 views • 48 slides

Learning, testing, and approximating halfspaces

Learning, testing, and approximating halfspaces. Rocco Servedio Columbia University. DIMACS-RUTCOR Jan 2009. -. -. -. -. -. -. +. +. +. -. -. +. +. +. -. +. +. -. -. +. +. +. +. Overview. Halfspaces over. learning. testing. approximation. Joint work with:.

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571 views • 41 slides

Testing

Kevin Matulef MIT. Ryan O’Donnell CMU. Ronitt Rubinfeld MIT. Rocco Servedio Columbia. Testing. Halfspaces. Testing. = Property Testing. Halfspaces. Linear Threshold Functions =. Main Theorem:. Halfspaces are testable.

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297 views • 28 slides

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