Conference Proceedings
The Effect of the Prior on Asymptotic Performance of Uncertain Naive Bayesian Networks (Accepted)
Lance Kaplan, James Z. Hare and Parth Paritosh
2025 International Conference on Information Fusion (ICIF)
Privacy-Preserving Convergent Dynamic Average Consensus via State Decomposition
Parth Paritosh and Lance Kaplan
2025 IEEE Statistical Signal Processing Workshop (SSP) [Xplore]
Distributed Bayesian Estimation of Continuous Variables Over Time-Varying Directed Networks
Parth Paritosh, Nikolay Atanasov and Sonia Martinez
2022 IEEE 61st Conference on Decision and Control (CDC) [PDF] [Code] [Slides]
Marginal density averaging for distributed node localization from local edge measurements
Parth Paritosh, Nikolay Atanasov and Sonia Martinez
2020 IEEE 59th Conference on Decision and Control (CDC) [PDF] [Slides]
Hypothesis Assignment and Partial Likelihood Averaging for Cooperative Estimation
Parth Paritosh, Nikolay Atanasov and Sonia Martinez
2019 IEEE 58th Conference on Decision and Control (CDC) [PDF] [Slides]
Journal Articles
Distributed Bayesian Estimation in Sensor Networks: Consensus on Marginal Densities.
Parth Paritosh, Nikolay Atanasov and Sonia Martinez
IEEE Transactions on Network Science and Engineering, 2025 [arXiv] [PDF] [Xplore]
Distributed Variational Inference for Online Supervised Learning
Parth Paritosh, Nikolay Atanasov and Sonia Martinez
IEEE Transactions on Control of Network Systems, 2025 [PDF] [arXiv] [Code] [Xplore]
Distributed Bayesian Estimation of Continuous Variables Over Time-Varying Directed Networks
Parth Paritosh, Nikolay Atanasov and Sonia Martinez
IEEE Control Systems Letters, 2022 [PDF] [Code Capsule] [Slides]
Model predictive control under forecast uncertainty for optimal operation of buildings with integrated solar systems
Xiaoqi Liu, Parth Paritosh, Nimish M Awalgaonkar, Ilias Bilionis and Panagiota Karava
Solar Energy, 2018 [PDF]
A game theory based land layout optimization of cities using genetic algorithm
Parth Paritosh, Bhaben Kalita and Deepak Sharma
International Journal of Management Science and Engineering Management, 2018 [Link]
Thesis
Gaussian Process Dynamical Models for Designing Multi-Stage Manufacturing Processes
Parth Paritosh
Master's Thesis [Link] [Slides]
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