Arghya Sinha

About

I am a Prime Minister Research Fellow (PMRF) at the Indian Institute of Science (IISc) in Bangalore. I am affiliated with the Laboratory of Imaging Sciences in the Electrical Engineering Department, which is led by Prof. Kunal N. Chaudhury. My primary research focus is on the development and mathematical analysis of various optimization algorithms used in different image analysis tasks.

Employment

• Indian Institute of Science Bangalore Research Scholar
  2021 - 2026

Education

Education history is unavailable.

Projects & Funding

Projects & funding information is unavailable.

Publications (3)

• Short Communication: FISTA Iterates Converge Linearly for Denoiser-Driven Regularization
  Arghya Sinha, Kunal N. Chaudhury
  SIAM Journal on Imaging Sciences 2025 DOI: 10.1137/24M1656530
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• Linear Convergence of Plug-and-Play Algorithms With Kernel Denoisers
  Arghya Sinha, Bhartendu Kumar, Chirayu D. Athalye +1 more
  IEEE Transactions on Signal Processing 2025 DOI: 10.1109/TSP.2025.3573044
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• On the Strong Convexity of PnP Regularization Using Linear Denoisers
  Arghya Sinha, Kunal N. Chaudhury
  IEEE Signal Processing Letters 2024 DOI: 10.1109/LSP.2024.3475913
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