Search Results for author: Vishal Rana

Found 4 papers, 2 papers with code

Interpretable Online Network Dictionary Learning for Inferring Long-Range Chromatin Interactions

1 code implementation16 Dec 2023 Vishal Rana, Jianhao Peng, Chao Pan, Hanbaek Lyu, Albert Cheng, Minji Kim, Olgica Milenkovic

First, we demonstrate that online cvxNDL retains the accuracy of classical DL methods while simultaneously ensuring unique interpretability and scalability.

Dictionary Learning

Semi-Quantitative Group Testing for Efficient and Accurate qPCR Screening of Pathogens with a Wide Range of Loads

no code implementations31 Jul 2023 Ananthan Nambiar, Chao Pan, Vishal Rana, Mahdi Cheraghchi, João Ribeiro, Sergei Maslov, Olgica Milenkovic

Pathogenic infections pose a significant threat to global health, affecting millions of people every year and presenting substantial challenges to healthcare systems worldwide.

Machine Unlearning of Federated Clusters

1 code implementation28 Oct 2022 Chao Pan, Jin Sima, Saurav Prakash, Vishal Rana, Olgica Milenkovic

We introduce, for the first time, the problem of machine unlearning for FC, and propose an efficient unlearning mechanism for a customized secure FC framework.

Clustering Federated Learning +2

AC-DC: Amplification Curve Diagnostics for Covid-19 Group Testing

no code implementations10 Nov 2020 Ryan Gabrys, Srilakshmi Pattabiraman, Vishal Rana, João Ribeiro, Mahdi Cheraghchi, Venkatesan Guruswami, Olgica Milenkovic

The first part of the paper presents a review of the gold-standard testing protocol for Covid-19, real-time, reverse transcriptase PCR, and its properties and associated measurement data such as amplification curves that can guide the development of appropriate and accurate adaptive group testing protocols.

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