Venkatasubramanian, Shyam

4 publications

TMLR 2025 An Information-Theoretic Lower Bound on the Generalization Error of Autoencoders Shyam Venkatasubramanian, Sean Moushegian, Ahmed Aloui, Vahid Tarokh

NeurIPS 2025 Learn2Mix: Training Neural Networks Using Adaptive Data Integration Shyam Venkatasubramanian, Vahid Tarokh

AISTATS 2025 Steinmetz Neural Networks for Complex-Valued Data Shyam Venkatasubramanian, Ali Pezeshki, Vahid Tarokh

UAI 2024 Random Linear Projections Loss for Hyperplane-Based Optimization in Neural Networks Shyam Venkatasubramanian, Ahmed Aloui, Vahid Tarokh