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Praneeth Narayanamurthy

Iowa State University

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Publication

Featured researches published by Praneeth Narayanamurthy.

international symposium on information theory | 2018

Provable Dynamic Robust PCA or Robust Subspace Tracking

Praneeth Narayanamurthy; Namrata Vaswani

allerton conference on communication, control, and computing | 2017

Finite sample guarantees for PCA in non-isotropic and data-dependent noise

Namrata Vaswani; Praneeth Narayanamurthy

international conference on machine learning | 2018

Nearly Optimal Robust Subspace Tracking

Praneeth Narayanamurthy; Namrata Vaswani

IEEE Signal Processing Magazine | 2018

Robust Subspace Learning: Robust PCA, Robust Subspace Tracking, and Robust Subspace Recovery

Namrata Vaswani; Thierry Bouwmans; Sajid Javed; Praneeth Narayanamurthy

international symposium on information theory | 2018

PCA in Sparse Data-Dependent Noise

Namrata Vaswani; Praneeth Narayanamurthy

international conference on machine learning | 2018

Nearly Optimal Robust Subspace Tracking and Dynamic Robust PCA

Praneeth Narayanamurthy; Iowa Namrata Vaswani

international conference on acoustics, speech, and signal processing | 2018

A Fast and Memory-Efficient Algorithm for Robust PCA (MEROP).

Praneeth Narayanamurthy; Namrata Vaswani

ieee signal processing workshop on statistical signal processing | 2018

Robust PCA and Robust Subspace Tracking: A Comparative Evaluation

Sajid Javed; Praneeth Narayanamurthy; Thierry Bouwmans; Namrata Vaswani

arXiv: Learning | 2018

Subspace Tracking from Missing and Outlier Corrupted Data.

Praneeth Narayanamurthy; Vahid Daneshpajooh; Namrata Vaswani

arXiv: Information Theory | 2018

Static and Dynamic Robust PCA via Low-Rank + Sparse Matrix Decomposition: A Review.

Namrata Vaswani; Praneeth Narayanamurthy

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Collaboration

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Namrata Vaswani

Iowa State University

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Thierry Bouwmans

University of La Rochelle

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Sajid Javed

Kyungpook National University

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Iowa Namrata Vaswani

Iowa State University

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