Unsw Ee Thesis Poster

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.

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Requests for special consideration should be submitted as for all other subjects through the Registrar.

Thesis B must be completed in the Session immediately following Thesis A.

Alternatively, students may elect to choose new topics and will then have to enrol for a further two Sessions to complete the topics.

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.

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