Shyam Venkatasubramanian

Engineering · Physical Sciences

3h-index17citations15works0.62yr avg
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Research Topics

Radar Systems and Signal Processing(6), Advanced SAR Imaging Techniques(5), Neural Networks and Applications(4), Advanced Wireless Communication Techniques(2), Advanced Memory and Neural Computing(2)

Publications15 total

Stabilizing Transformer Training Through Consensus
arXiv (Cornell University)·2026Open Access
Stabilizing Transformer Training Through Consensus
ArXiv.org·2026Open Access
Learn2Mix: Training Neural Networks Using Adaptive Data Integration
arXiv (Cornell University)·2024· 1 citedOpen Access
Steinmetz Neural Networks for Complex-Valued Data
arXiv (Cornell University)·2024Open Access
Data‐driven target localization using adaptive radar processing and convolutional neural networks
IET Radar Sonar & Navigation·2024· 3 citedOpen Access
RASPNet: A Benchmark Dataset for Radar Adaptive Signal Processing Applications
arXiv (Cornell University)·2024Open Access
Data-Driven Target Localization: Benchmarking Gradient Descent Using the Cramer-Rao Bound
arXiv (Cornell University)·2024Open Access
Random Linear Projections Loss for Hyperplane-Based Optimization in Neural Networks
arXiv (Cornell University)·2023Open Access
Subspace Perturbation Analysis for Data-Driven Radar Target Localization
2023· 1 cited
Subspace Perturbation Analysis for Data-Driven Radar Target Localization
arXiv (Cornell University)·2023Open Access
Data-Driven Target Localization Using Adaptive Radar Processing and Convolutional Neural Networks
arXiv (Cornell University)·2022Open Access
Toward Data-Driven STAP Radar
2022 IEEE Radar Conference (RadarConf22)·2022· 8 citedOpen Access
Toward Data-Driven STAP Radar
arXiv (Cornell University)·2022Open Access
GRADE-AO: Towards Near-Optimal Spatially-Coupled Codes With High Memories
2021· 3 cited
GRADE-AO: Towards Near-Optimal Spatially-Coupled Codes With High Memories
arXiv (Cornell University)·2021· 1 citedOpen Access

Frequent Co-authors

Vahid Tarokh(10), Ali Pezeshki(9), Bosung Kang(8), Muralidhar Rangaswamy(7), Sandeep Gogineni(6), Chayut Wongkamthong(2), Mohammadreza Soltani(2), Siyi Yang(2), Ahmed Hareedy(2), Robert Calderbank(2), Lara Dolecek(2), Sean Moushegian(2), Michael Lin(2), Mir Park(2), Ankit Singhal(2), Connor Lee(2), Sandeep Gogineni(1), Ahmed Aloui(1)