Anik Kumar Paul

About

I am currently a research scholar in the department of electrical engineering, IIT Madras. My research interests include nonsmooth analysis and stochastic approximation.

Employment

• IIT Madras Research Scholar

Education

Education history is unavailable.

Projects & Funding

Projects & funding information is unavailable.

Publications (7)

• Federated learning: A stochastic approximation approach
  Signal Processing 2026 DOI: 10.1016/j.sigpro.2025.110479
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• Convergence Analysis of Stochastic Saddle Point Mirror Descent Algorithm: A Projected Dynamical Viewpoint
  IEEE Transactions on Automatic Control 2026 DOI: 10.1109/tac.2025.3586762
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• Stochastic Recursive Inclusions With Biased Perturbations: An ISS Perspective
  IEEE Control Systems Letters 2026 DOI: 10.1109/lcsys.2026.3686243
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• Almost Sure Convergence and Non-Asymptotic Concentration Bounds for Stochastic Mirror Descent Algorithm
  IEEE Control Systems Letters 2024 DOI: 10.1109/lcsys.2024.3482148
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• An Almost Sure Convergence Analysis of Zeroth-Order Mirror Descent Algorithm
  2023 American Control Conference (ACC) 2023 DOI: 10.23919/acc55779.2023.10156450
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• Robust Analysis of Almost Sure Convergence of Zeroth-Order Mirror Descent Algorithm
  IEEE Control Systems Letters 2023 DOI: 10.1109/lcsys.2023.3282647
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• Distributed Online Mirror Descent Algorithm with Event Triggered Communication
  IFAC-PapersOnLine 2022 DOI: 10.1016/j.ifacol.2022.11.094
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