All entries must be submitted on the School Poster Template .Title: Minimum Rates of Approximate Sufficient Statistics Abstract: Given a sufficient statistic for a parametric family of distributions, one can estimate the parameter without access to the data.Tags: Reflective Essay To Kill A MockingbirdMy Assignment HelpShort Essay On Water ResourcesThesis Statements On SuicideCritical Thinking IntroductionBusiness Plan Financial StatementsOutlines For Research Papers Examples
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In many applications, we may not need to reconstruct the generating distribution exactly.
By adopting a Shannon-theoretic approach in which we allow a small error in estimating the generating distribution, we construct various approximate sufficient statistics and show that the code length can be reduced to (d/2) log n O(1). degree in Electrical Engineering and Computer Science (EECS) from the Massachusetts Institute of Technology in 2011.