Rahul Singh

Employment

• University of Rhode Island
  2025 - Present

Education

Education history is unavailable.

Projects & Funding

Projects & funding information is unavailable.

Publications (9)

• Learning Gaussian Hidden Markov Models From Aggregate Data
  IEEE Control Systems Letters 2023 DOI: 10.1109/LCSYS.2022.3187352
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• Signed Graph Neural Networks: A Frequency Perspective
  Transactions on Machine Learning Research 2023
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• Inference With Aggregate Data in Probabilistic Graphical Models: An Optimal Transport Approach
  IEEE Transactions on Automatic Control 2022 DOI: 10.1109/TAC.2022.3172268
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• Learning hidden Markov models from aggregate observations
  Automatica 2022 DOI: https://doi.org/10.1016/j.automatica.2021.110100
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• Sample-based Distributional Policy Gradient
  Proceedings of The 4th Annual Learning for Dynamics and Control Conference 2022
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• Multi-Marginal Optimal Transport and Probabilistic Graphical Models
  IEEE Transactions on Information Theory 2021 DOI: 10.1109/TIT.2021.3077465
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• Improving Robustness via Risk Averse Distributional Reinforcement Learning
  Proceedings of the 2nd Conference on Learning for Dynamics and Control 2020
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• Complex Networks: A Networking and Signal Processing Perspective
  Prentice Hall 2018
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• Graph Fourier transform based on directed Laplacian
  2016 International Conference on Signal Processing and Communications (SPCOM) 2016 DOI: 10.1109/SPCOM.2016.7746675
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