DR
Dr Ramunaidu Randhi
Indian Institute of Petroleum and Energy, Indian Institute of Science Bangalore, Technion – Israel Institute of Technology, Indian Institute of Technology Hyderabad
0009-0004-4044-9782
Employment
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Indian Institute of Petroleum and Energy Associate Professor2024 - Present
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Indian Institute of Petroleum and Energy Assistant Professor2018 - 2024
Education
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Indian Institute of Science Bangalore Postdoctoral Fellow2018 - 2018
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Technion – Israel Institute of Technology Postdoctoral Fellow2017 - 2017
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Indian Institute of Science Bangalore Postdoctoral Fellow2015 - 2017
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Indian Institute of Technology Hyderabad PhD2011 - 2015
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University of Hyderabad M.Sc2006 - 2008
Projects & Funding
Projects & funding information is unavailable.
Publications (21)
- A Frame-Theoretic Approach to Robust Filter Pruning in Convolutional Neural Networks Save
- Bound on RIP of Order $s+1$ for HTP Algorithm Save
- Sufficient Conditions for Convergence of RHT and RHTP Algorithms Based on RIC of Order $2s$ Save
- Deep Unfolding of Tail-Based Methods for Robust Sparse Recovery Under Noise and Model Mismatch Save
- Learned-MAP-OMP: An unrolled neural network for signal and image denoising Save
- Non-iterative sparse signal recovery algorithms for sparse matrices and their guarantees Save
- Learned Relu-based soft thresholding: A data-driven method for non-negative sparse signal recovery Save
- Deep Learned-CoSaMP Network for Signal Denoising Save
- Deterministic Construction of Unimodular Tight Frames Consisting Orthogonal Blocks Via Block Preserving Operators Save
- Optimization Guarantees of Unfolded ISTA and ADMM Networks With Smooth Soft-Thresholding Save