Anand D. Sarwate
Orcid: 0000-0001-6123-5282
According to our database1,
Anand D. Sarwate
authored at least 137 papers
between 2005 and 2024.
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Bibliography
2024
Cortical similarities in psychiatric and mood disorders identified in federated VBM analysis via COINSTAC.
Patterns, 2024
Faithful and Efficient Explanations for Neural Networks via Neural Tangent Kernel Surrogate Models.
Proceedings of the Twelfth International Conference on Learning Representations, 2024
Proceedings of the IEEE International Conference on Acoustics, 2024
Proceedings of the 58th Annual Conference on Information Sciences and Systems, 2024
2023
Federated Analysis in COINSTAC Reveals Functional Network Connectivity and Spectral Links to Smoking and Alcohol Consumption in Nearly 2,000 Adolescent Brains.
Neuroinformatics, April, 2023
Enhancing collaborative neuroimaging research: introducing COINSTAC Vaults for federated analysis and reproducibility.
Frontiers Neuroinformatics, March, 2023
Trans. Mach. Learn. Res., 2023
Approximating Functions with Approximate Privacy for Applications in Signal Estimation and Learning.
Entropy, 2023
Robust Nonparametric Hypothesis Testing to Understand Variability in Training Neural Networks.
CoRR, 2023
CoRR, 2023
Robust Explanations for Deep Neural Networks via Pseudo Neural Tangent Kernel Surrogate Models.
CoRR, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the IEEE International Symposium on Information Theory, 2023
2022
IEEE/ACM Trans. Netw., 2022
Neuroinformatics, 2022
CoRR, 2022
Proceedings of the 19th USENIX Symposium on Networked Systems Design and Implementation, 2022
Proceedings of the IEEE International Symposium on Information Theory, 2022
Proceedings of the IEEE International Symposium on Information Theory, 2022
Proceedings of the IEEE International Conference on Acoustics, 2022
2021
A Correlated Noise-Assisted Decentralized Differentially Private Estimation Protocol, and its Application to fMRI Source Separation.
IEEE Trans. Signal Process., 2021
Decentralized Multisite VBM Analysis During Adolescence Shows Structural Changes Linked to Age, Body Mass Index, and Smoking: a COINSTAC Analysis.
Neuroinformatics, 2021
Quantile Multi-Armed Bandits: Optimal Best-Arm Identification and a Differentially Private Scheme.
IEEE J. Sel. Areas Inf. Theory, 2021
J. Mach. Learn. Res., 2021
Influencers and the Giant Component: The Fundamental Hardness in Privacy Protection for Socially Contagious Attributes.
Proceedings of the 2021 SIAM International Conference on Data Mining, 2021
Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021
2020
Learning Mixtures of Separable Dictionaries for Tensor Data: Analysis and Algorithms.
IEEE Trans. Signal Process., 2020
Understanding Privacy-Utility Tradeoffs in Differentially Private Online Active Learning.
J. Priv. Confidentiality, 2020
COINSTAC: Collaborative Informatics and Neuroimaging Suite Toolkit for Anonymous Computation.
J. Open Source Softw., 2020
Proceedings of the IEEE International Symposium on Information Theory, 2020
2019
IEEE Trans. Inf. Theory, 2019
Decentralized temporal independent component analysis: Leveraging fMRI data in collaborative settings.
NeuroImage, 2019
CoRR, 2019
CoRR, 2019
Proceedings of the IEEE International Symposium on Information Theory, 2019
Proceedings of the IEEE International Symposium on Information Theory, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019
2018
IEEE Trans. Inf. Theory, 2018
IEEE Trans. Inf. Forensics Secur., 2018
IEEE J. Sel. Top. Signal Process., 2018
IEEE J. Sel. Top. Signal Process., 2018
Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018
Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the Cyber Security Cryptography and Machine Learning, 2018
2017
IEEE Trans. Autom. Control., 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017
Proceedings of the 2017 IEEE International Conference on Cluster Computing, 2017
Differentially Private Noisy Search with Applications to Anomaly Detection (Abstract).
Proceedings of the 10th ACM Workshop on Artificial Intelligence and Security, 2017
Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017
Proceedings of the 2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2017
2016
The Optimal Differential Privacy Mechanism under Hamming Distortion for Universal Memoryless Source Classes.
CoRR, 2016
The benefit of a 1-bit jump-start, and the necessity of stochastic encoding, in jamming channels.
CoRR, 2016
Proceedings of the IEEE International Symposium on Information Theory, 2016
Optimal differential privacy mechanisms under Hamming distortion for structured source classes.
Proceedings of the IEEE International Symposium on Information Theory, 2016
A bit of delay is sufficient and stochastic encoding is necessary to overcome online adversarial erasures.
Proceedings of the IEEE International Symposium on Information Theory, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Symmetric matrix perturbation for differentially-private principal component analysis.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016
Privacy-preserving source separation for distributed data using independent component analysis.
Proceedings of the 2016 Annual Conference on Information Science and Systems, 2016
Differentially Private Online Active Learning with Applications to Anomaly Detection.
Proceedings of the 2016 ACM Workshop on Artificial Intelligence and Security, 2016
Proceedings of the 54th Annual Allerton Conference on Communication, 2016
2015
IEEE Trans. Autom. Control., 2015
J. Priv. Confidentiality, 2015
Proceedings of the 25th IEEE International Workshop on Machine Learning for Signal Processing, 2015
Proceedings of the Decision and Game Theory for Security - 6th International Conference, 2015
Proceedings of the 53rd Annual Allerton Conference on Communication, 2015
Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, 2015
Proceedings of the 49th Asilomar Conference on Signals, Systems and Computers, 2015
2014
Sharing privacy-sensitive access to neuroimaging and genetics data: a review and preliminary validation.
Frontiers Neuroinformatics, 2014
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2014
Proceedings of the 31th International Conference on Machine Learning, 2014
Proceedings of the 52nd Annual Allerton Conference on Communication, 2014
2013
IEEE Trans. Inf. Theory, 2013
Signal Processing and Machine Learning with Differential Privacy: Algorithms and Challenges for Continuous Data.
IEEE Signal Process. Mag., 2013
J. Mach. Learn. Res., 2013
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013
Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013
Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013
2012
IEEE Trans. Inf. Theory, 2012
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012
Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012
Proceedings of the 46th Annual Conference on Information Sciences and Systems, 2012
Proceedings of the 50th Annual Allerton Conference on Communication, 2012
2011
Proceedings of the 49th Annual Allerton Conference on Communication, 2011
2010
IEEE J. Sel. Areas Commun., 2010
Proceedings of the 2010 Electronic Voting Technology Workshop / Workshop on Trustworthy Elections, 2010
Proceedings of the 2010 IEEE Information Theory Workshop, 2010
Proceedings of the IEEE International Symposium on Information Theory, 2010
Proceedings of the 48th Annual Allerton Conference on Communication, 2010
Proceedings of the 48th Annual Allerton Conference on Communication, 2010
2009
Proceedings of the IEEE International Symposium on Information Theory, 2009
Proceedings of the 47th Annual Allerton Conference on Communication, 2009
2008
IEEE Trans. Signal Process., 2008
Proceedings of the 2008 IEEE International Symposium on Information Theory, 2008
Proceedings of the 42nd Annual Conference on Information Sciences and Systems, 2008
Proceedings of the 47th IEEE Conference on Decision and Control, 2008
2007
CoRR, 2007
Proceedings of the IEEE International Symposium on Information Theory, 2007
Using zero-rate feedback on binary additive channels with individual noise sequences.
Proceedings of the IEEE International Symposium on Information Theory, 2007
2006
Queueing Syst. Theory Appl., 2006
Proceedings of the Proceedings 2006 IEEE International Symposium on Information Theory, 2006
Proceedings of the Fifth International Conference on Information Processing in Sensor Networks, 2006
2005
Proceedings of the Fourth International Symposium on Information Processing in Sensor Networks, 2005