Publications by authors named "Anand D Sarwate"

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Understanding generative AI output with embedding models.
Max Vargas, Reilly Cannon, Andrew Engel, Anand D Sarwate, Tony Chiang

Sci Adv· November 2025

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Privacy-Preserving Visualization of Brain Functional Connectivity.
Ye Tao, Anand D Sarwate, Sandeep Panta, Sergey Plis, Vince D Calhoun

bioRxiv· October 2024

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Cortical similarities in psychiatric and mood disorders identified in federated VBM analysis via COINSTAC.
Kelly Rootes-Murdy, Sandeep Panta, Ross Kelly, Javier Romero, Yann Quidé, Anand D Sarwate

Patterns (N Y)· July 2024

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Enhancing collaborative neuroimaging research: introducing COINSTAC Vaults for federated analysis and reproducibility.
Dylan Martin, Sunitha Basodi, Sandeep Panta, Kelly Rootes-Murdy, Paul Prae, Anand D Sarwate

Front Neuroinform· June 2023

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Enhancing Collaborative Neuroimaging Research: Introducing COINSTAC Vaults for Federated Analysis and Reproducibility.
Dylan Martin, Sunitha Basodi, Sandeep Panta, Kelly Rootes-Murdy, Paul Prae, Anand D Sarwate

bioRxiv· May 2023

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Approximating Functions with Approximate Privacy for Applications in Signal Estimation and Learning.
Naima Tasnim, Jafar Mohammadi, Anand D Sarwate, Hafiz Imtiaz

Entropy (Basel)· May 2023

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Federated Analysis in COINSTAC Reveals Functional Network Connectivity and Spectral Links to Smoking and Alcohol Consumption in Nearly 2,000 Adolescent Brains.
Harshvardhan Gazula, Kelly Rootes-Murdy, Bharath Holla, Sunitha Basodi, Zuo Zhang, Anand D Sarwate

Neuroinformatics· April 2023

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Differential Fairness: An Intersectional Framework for Fair AI.
Rashidul Islam, Kamrun Naher Keya, Shimei Pan, Anand D Sarwate, James R Foulds

Entropy (Basel)· April 2023

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Decentralized Brain Age Estimation Using MRI Data.
Sunitha Basodi, Rajikha Raja, Bhaskar Ray, Harshvardhan Gazula, Anand D Sarwate

Neuroinformatics· October 2022

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Privacy-preserving quality control of neuroimaging datasets in federated environments.
Debbrata K Saha, Vince D Calhoun, Yuhui Du, Zening Fu, Soo Min Kwon, Anand D Sarwate

Hum Brain Mapp· May 2022

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A Correlated Noise-assisted Decentralized Differentially Private Estimation Protocol, and its application to fMRI Source Separation.
Hafiz Imtiaz, Jafar Mohammadi, Rogers Silva, Bradley Baker, Sergey M Plis, Anand D Sarwate

IEEE Trans Signal Process· November 2021

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Decentralized Multisite VBM Analysis During Adolescence Shows Structural Changes Linked to Age, Body Mass Index, and Smoking: a COINSTAC Analysis.
Harshvardhan Gazula, Bharath Holla, Zuo Zhang, Jiayuan Xu, Eric Verner, Anand D Sarwate

Neuroinformatics· October 2021

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Decentralized temporal independent component analysis: Leveraging fMRI data in collaborative settings.
Bradley T Baker, Anees Abrol, Rogers F Silva, Eswar Damaraju, Anand D Sarwate

Neuroimage· February 2019

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Distributed Differentially-Private Algorithms for Matrix and Tensor Factorization.
Hafiz Imtiaz, Anand D Sarwate

IEEE J Sel Top Signal Process· December 2018

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Privacy, security, and the public health researcher in the era of electronic health record research.
Neal D Goldstein, Anand D Sarwate

Online J Public Health Inform· December 2016

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COINSTAC: A Privacy Enabled Model and Prototype for Leveraging and Processing Decentralized Brain Imaging Data.
Sergey M Plis, Anand D Sarwate, Dylan Wood, Christopher Dieringer, Drew Landis

Front Neurosci· September 2016

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Learning from Data with Heterogeneous Noise using SGD.
Shuang Song, Kamalika Chaudhuri, Anand D Sarwate

JMLR Workshop Conf Proc· February 2015

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Sharing privacy-sensitive access to neuroimaging and genetics data: a review and preliminary validation.
Anand D Sarwate, Sergey M Plis, Jessica A Turner, Mohammad R Arbabshirani, Vince D Calhoun

Front Neuroinform· April 2014

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Signal Processing and Machine Learning with Differential Privacy: Algorithms and challenges for continuous data.
Anand D Sarwate, Kamalika Chaudhuri

IEEE Signal Process Mag· September 2013

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Privacy technology to support data sharing for comparative effectiveness research: a systematic review.
Xiaoqian Jiang, Anand D Sarwate, Lucila Ohno-Machado

Med Care· August 2013

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Protecting count queries in study design.
Staal A Vinterbo, Anand D Sarwate, Aziz A Boxwala

J Am Med Inform Assoc· January 2013

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Differentially Private Empirical Risk Minimization.
Kamalika Chaudhuri, Claire Monteleoni, Anand D Sarwate

J Mach Learn Res· March 2011

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