Search Results for author: Subrata Sarkar

Found 2 papers, 1 papers with code

Malaria detection from RBC images using shallow Convolutional Neural Networks

no code implementations22 Oct 2020 Subrata Sarkar, Rati Sharma, Kushal Shah

The advent of Deep Learning models like VGG-16 and Resnet-50 has considerably revolutionized the field of image classification, and by using these Convolutional Neural Networks (CNN) architectures, one can get a high classification accuracy on a wide variety of image datasets.

Classification General Classification +1

Plug-in Estimation in High-Dimensional Linear Inverse Problems: A Rigorous Analysis

1 code implementation NeurIPS 2018 Alyson K. Fletcher, Sundeep Rangan, Subrata Sarkar, Philip Schniter

Estimating a vector $\mathbf{x}$ from noisy linear measurements $\mathbf{Ax}+\mathbf{w}$ often requires use of prior knowledge or structural constraints on $\mathbf{x}$ for accurate reconstruction.

Information Theory Information Theory

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