Ananthram Swami

FlowSymm: Physics–Aware, Symmetry–Preserving Graph Attention for Network Flow Completion

Mitigating Participation Imbalance Bias in Asynchronous Federated Learning Under Client Heterogeneity

Boosting Adam-like Optimizers with Signal-to-Noise Ratio Guided Updates

On the Adversarial Vulnerability of Label-Free Test-Time Adaptation

RLHF with Inconsistent Multi-Agent Feedback Under General Function Approximation: A Theoretical Perspective