Priyanka Mary Mammen

AI Researcher

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Research Focus

Developing robust, reliable and safe autonomous systems.

Building large-scale intelligent systems for health monitoring using smartphone sensing and machine learning.

Optimizing energy efficiency in ML infrastructure and designing resource-efficient systems for edge deployment.

E. Joswin, S. Medicherla, P.M. Mammen

Mechanistic Interpretability at ICML, 2026

P.M. Mammen, E. Joswin, S. Venkitachalam

GEM ACL, 2026

M. Mammen, P.M. Mammen, E. Joswin

Gen-AI for Health at NeurIPS, 2025

P.M. Mammen and P. Shenoy

Learning from Time Series for Health at NeurIPS, 2025

S. Ghosh et al.

2025 White Paper

B. Vidgen et al.

2024 White Paper