Allerton 2015 Paper Abstract

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Paper ThC1.2

Li, Gen (Tsinghua University), Gu, Yuantao (Tsinghua University), Lu, Yue (Harvard University)

Phase Retrieval Using Iterative Projections: Dynamics in the Large Systems Limit

Scheduled for presentation during the Invited Session "Interdisciplinary Statistical Physics" (ThC1), Thursday, October 1, 2015, 13:50−14:10, Library

53rd Annual Allerton Conference on Communication, Control, and Computing, Sept 29-Oct 2, 2015, Allerton Park and Retreat Center, Monticello, IL, USA

This information is tentative and subject to change. Compiled on November 19, 2019

Keywords Statistical Signal Processing, Sparse Data Analysis

Abstract

We provide statistical and computational performance guarantees for a class of randomized iterative algorithms for high-dimensional inference, by analyzing their typical-case dynamics in the large systems limit.

 

 

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