Shyam Venkatasubramanian

14 papers A 2B 1Journal 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Stabilizing Transformer Training Through Consensus.
CoRR
Shyam Venkatasubramanian, Sean Moushegian, Michael Lin, Mir Park, Ankit Singhal, Connor Lee
2025 J jnl
An Information-Theoretic Lower Bound on the Generalization Error of Autoencoders.
Trans. Mach. Learn. Res.
Shyam Venkatasubramanian, Sean Moushegian, Ahmed Aloui, Vahid Tarokh
2025 A conf
Steinmetz Neural Networks for Complex-Valued Data.
AISTATS
Shyam Venkatasubramanian, Ali Pezeshki, Vahid Tarokh
2024 J jnl
Data-Driven Target Localization: Benchmarking Gradient Descent Using the Cramér-Rao Bound.
CoRR
Shyam Venkatasubramanian, Sandeep Gogineni, Bosung Kang, Ali Pezeshki, Muralidhar Rangaswamy, Vahid Tarokh
2024 J jnl
Learn2Mix: Training Neural Networks Using Adaptive Data Integration.
CoRR
Shyam Venkatasubramanian, Vahid Tarokh
2024 J jnl
RASPNet: A Benchmark Dataset for Radar Adaptive Signal Processing Applications.
CoRR
Shyam Venkatasubramanian, Bosung Kang, Ali Pezeshki, Muralidhar Rangaswamy, Vahid Tarokh
2024 A conf
Random Linear Projections Loss for Hyperplane-Based Optimization in Neural Networks.
UAI
Shyam Venkatasubramanian, Ahmed Aloui, Vahid Tarokh
2024 J jnl
Steinmetz Neural Networks for Complex-Valued Data.
CoRR
Shyam Venkatasubramanian, Ali Pezeshki, Vahid Tarokh
2023 J jnl
Random Linear Projections Loss for Hyperplane-Based Optimization in Regression Neural Networks.
CoRR
Shyam Venkatasubramanian, Ahmed Aloui, Vahid Tarokh
2023 J jnl
Subspace Perturbation Analysis for Data-Driven Radar Target Localization.
CoRR
Shyam Venkatasubramanian, Sandeep Gogineni, Bosung Kang, Ali Pezeshki, Muralidhar Rangaswamy, Vahid Tarokh
2022 J jnl
Toward Data-Driven Radar STAP.
CoRR
Shyam Venkatasubramanian, Sandeep Gogineni, Bosung Kang, Ali Pezeshki, Muralidhar Rangaswamy, Vahid Tarokh
2022 J jnl
Toward Data-Driven STAP Radar.
CoRR
Shyam Venkatasubramanian, Chayut Wongkamthong, Mohammadreza Soltani, Bosung Kang, Sandeep Gogineni, Ali Pezeshki, Muralidhar Rangaswamy, Vahid Tarokh
2021 B conf
GRADE-AO: Towards Near-Optimal Spatially-Coupled Codes With High Memories.
ISIT
Siyi Yang, Ahmed H. Hareedy, Shyam Venkatasubramanian, A. Robert Calderbank, Lara Dolecek
2021 J jnl
GRADE-AO: Towards Near-Optimal Spatially-Coupled Codes With High Memories.
CoRR
Siyi Yang, Ahmed H. Hareedy, Shyam Venkatasubramanian, A. Robert Calderbank, Lara Dolecek