Karthikeyan Shanmugam

4 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0009-0008-2879-5868

Publications

• Score-based Causal Representation Learning: Linear and General Transformations — Journal of Machine Learning Research 2025 (name-matched, not ORCID-linked)
• A Lyapunov Theory for Finite-Sample Guarantees of Markovian Stochastic Approximation — Operations Research 2024
• Causal Bandits for Linear Structural Equation Models — Journal of Machine Learning Research 2023 (name-matched, not ORCID-linked)
• AI Explainability 360: An Extensible Toolkit for Understanding Data and Machine Learning Models — Journal of Machine Learning Research 2020 (name-matched, not ORCID-linked)