Conference Proceedings
Privacy-Preserving Convergent Dynamic Average Consensus via State Decomposition (Submitted)
Parth Paritosh and Lance Kaplan
2025 IEEE Statistical Signal Processing Workshop
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. (Accepted)
Parth Paritosh, Nikolay Atanasov and Sonia Martinez
IEEE Transactions on Network Science and Engineering, 2025 [arXiv] [PDF]
Distributed Variational Inference for Online Supervised Learning (Accepted)
Parth Paritosh, Nikolay Atanasov and Sonia Martinez
IEEE Transactions on Control of Network Systems, 2025 [PDF] [arXiv] [Code]
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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