Pradyumna Pradhan

Employment

• Indian Institute of Petroleum and Energy, Visakhapatnam Research Scholar
  2021 - 2026

Education

• Indian Institute of Petroleum and Energy, Visakhapatnam Ph.D
  2021 - 2026

Projects & Funding

Projects & funding information is unavailable.

Publications (12)

• Deep Unfolding of Tail-Based Methods for Robust Sparse Recovery Under Noise and Model Mismatch
  IEEE Transactions on Neural Networks and Learning Systems 2026 DOI: 10.1109/TNNLS.2025.3638635
  +Save
• A Frame-Theoretic Approach to Robust Filter Pruning in Convolutional Neural Networks
  IEEE Signal Processing Letters 2026 DOI: 10.1109/LSP.2026.3691024
  +Save
• Bound on RIP of Order $s+1$ for HTP Algorithm
  IEEE Signal Processing Letters 2026 DOI: 10.1109/LSP.2026.3693218
  +Save
• Sufficient Conditions for Convergence of RHT and RHTP Algorithms Based on RIC of Order $2s$
  IEEE Signal Processing Letters 2026 DOI: 10.1109/LSP.2025.3641507
  +Save
• Non-iterative sparse signal recovery algorithms for sparse matrices and their guarantees
  Journal of the Franklin Institute 2025 DOI: 10.1016/j.jfranklin.2025.108130
  +Save
• Non-negative sparse signal recovery using the integration of ReLU and hard thresholding pursuit operators
  Signal Processing 2025 DOI: 10.1016/j.sigpro.2025.110032
  +Save
• Deep Learned-CoSaMP Network for Signal Denoising
  2025 International Conference on Sampling Theory and Applications (SampTA) 2025 DOI: 10.1109/sampta64769.2025.11133503
  +Save
• Deterministic construction of unimodular tight frames consisting orthogonal blocks via block preserving operators
  Signal Processing 2025 DOI: 10.1016/j.sigpro.2024.109821
  +Save
• Learned ReLU-Based Soft Thresholding: A Data-Driven Method for Non-Negative Sparse Signal Recovery
  ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2025 DOI: 10.1109/icassp49660.2025.10887620
  +Save
• Optimization Guarantees of Unfolded ISTA and ADMM Networks With Smooth Soft-Thresholding
  IEEE Transactions on Signal Processing 2024 DOI: 10.1109/TSP.2024.3412981
  +Save