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Karthikeyan Shanmugam · SciRah

Researcher profile · Semantic Scholar

Karthikeyan Shanmugam

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Karthikeyan Shanmugam — researcher profile on SciRah

h-index: 40
Works: 205
Citations: 7,293

Most-cited papers

Identifiability Guarantees for Causal Disentanglement from Soft Interventions
Jia-Qi Zhang, C. Squires, Kristjan H. Greenewald, A. Srivastava +2 more
2023Neural Information Processing Systems121 citations Open access
Semantic Scholar
InfoNCE Loss Provably Learns Cluster-Preserving Representations
Advait Parulekar, Liam Collins, Karthikeyan Shanmugam, Aryan Mokhtari +1 more
2023Annual Conference Computational Learning Theory74 citations Open access
Semantic Scholar
Score-based Causal Representation Learning with Interventions
Burak Varici, Emre Acartürk, Karthikeyan Shanmugam, Abhishek Kumar +1 more
2023arXiv.org59 citations Open access
Semantic Scholar
General Identifiability and Achievability for Causal Representation Learning
Burak Varici, Emre Acartürk, Karthikeyan Shanmugam, A. Tajer
2023International Conference on Artificial Intelligence and Statistics44 citations
Semantic Scholar
A Lyapunov Theory for Finite-Sample Guarantees of Markovian Stochastic Approximation
Zai-Wei Chen, Siva Theja Maguluri, Sanjay Shakkottai, Karthikeyan Shanmugam
2023Operational Research44 citations
Semantic Scholar
Score-based Causal Representation Learning: Linear and General Transformations
Burak Varici, Emre Acartürk, Karthikeyan Shanmugam, Abhishek Kumar +1 more
2024arXiv.org42 citations
Semantic Scholar
Exploration and Enhancement of Classifiers in the Detection of Lung Cancer from Histopathological Images
Karthikeyan Shanmugam, H. Rajaguru
2023Diagnostics27 citations Open access
Semantic Scholar
AI Explainability 360: Impact and Design
Vijay Arya, R. Bellamy, Pin-Yu Chen, Amit Dhurandhar +16 more
2021AAAI Conference on Artificial Intelligence26 citations Open access
Semantic Scholar
Causal Bandits for Linear Structural Equation Models
Burak Varici, Karthikeyan Shanmugam, Prasanna Sattigeri, A. Tajer
2022Journal of machine learning research24 citations Open access
Semantic Scholar
Robust Reward Modeling via Causal Rubrics
Pragya Srivastava, Harman M. Singh, Rahul Madhavan, Gandharv Patil +8 more
2025arXiv.org23 citations
Semantic Scholar
Parental neglect and emotional wellbeing among adolescent students from India: social network addiction as a mediator and gender as a moderator
Vijayabanu Chidambaram, Karthikeyan Shanmugam, Satyanarayana Parayitam
2022Behavior and Information Technology23 citations
Semantic Scholar
Linear Causal Representation Learning from Unknown Multi-node Interventions
Emre Acartürk, Karthikeyan Shanmugam, A. Tajer, Burak Varici
2024Neural Information Processing Systems21 citations
Semantic Scholar
Relationship Between Big-Five Personality Traits, Financial Literacy and Risk Propensity: Evidence from India
Karthikeyan Shanmugam, Vijayabanu Chidambaram, Satyanarayana Parayitam
202319 citations
Semantic Scholar
Does Safety Training of LLMs Generalize to Semantically Related Natural Prompts?
Sravanti Addepalli, Yerram Varun, A. Suggala, Karthikeyan Shanmugam +1 more
2024International Conference on Learning Representations18 citations
Semantic Scholar
Detecting Causal Structure on Cloud Application Microservices Using Granger Causality Models
Qing Wang, Larisa Shwartz, G. Grabarnik, Vijay Arya +1 more
2021IEEE International Conference on Cloud Computing17 citations
Semantic Scholar
Factors associated with unexplained sudden deaths among adults aged 18-45 years in India – A multicentric matched case–control study
M. Ponnaiah, T. Bhatnagar, Rizwan Suliankachi Abdulkader, R. Elumalai +65 more
2023The Indian journal of medical research16 citations Open access
Semantic Scholar
Optimal Algorithms for Latent Bandits with Cluster Structure
S. Pal, A. Suggala, Karthikeyan Shanmugam, Prateek Jain
2023International Conference on Artificial Intelligence and Statistics14 citations Open access
Semantic Scholar
Effect of financial knowledge and information behavior on sustainable investments: evidence from India
Karthikeyan Shanmugam, Vijayabanu Chidambaram, Satyanarayana Parayitam
2022Journal of Sustainable Finance & Investment13 citations
Semantic Scholar
Fourier Representations for Black-Box Optimization over Categorical Variables
Hamid Dadkhahi, Jesus Rios, Karthikeyan Shanmugam, Payel Das
2022AAAI Conference on Artificial Intelligence13 citations Open access
Semantic Scholar
Finding Valid Adjustments under Non-ignorability with Minimal DAG Knowledge
Abhin Shah, Karthikeyan Shanmugam, Kartik Ahuja
2021International Conference on Artificial Intelligence and Statistics13 citations
Semantic Scholar
Glauber Generative Model: Discrete Diffusion Models via Binary Classification
Harshit Varma, D. Nagaraj, Karthikeyan Shanmugam
2024International Conference on Learning Representations12 citations
Semantic Scholar
Fault Injection Based Interventional Causal Learning for Distributed Applications
Qing Wang, Jesus Rios, Saurabh Jha, Karthikeyan Shanmugam +5 more
2023AAAI Conference on Artificial Intelligence12 citations Open access
Semantic Scholar
Learning from Label Proportions: Bootstrapping Supervised Learners via Belief Propagation
Shreyas Havaldar, Navodita Sharma, Shubhi Sareen, Karthikeyan Shanmugam +1 more
2023International Conference on Learning Representations11 citations Open access
Semantic Scholar
Intervention target estimation in the presence of latent variables
Burak Varici, Karthikeyan Shanmugam, Prasanna Sattigeri, A. Tajer
2022Conference on Uncertainty in Artificial Intelligence10 citations
Semantic Scholar
Is this the Right Neighborhood? Accurate and Query Efficient Model Agnostic Explanations
Amit Dhurandhar, K. Ramamurthy, Karthikeyan Shanmugam
2022Neural Information Processing Systems10 citations
Semantic Scholar
Enhanced Superpixel-Guided ResNet Framework with Optimized Deep-Weighted Averaging-Based Feature Fusion for Lung Cancer Detection in Histopathological Images
Karthikeyan Shanmugam, H. Rajaguru
2025Diagnostics9 citations Open access
Semantic Scholar
Sample Complexity of Interventional Causal Representation Learning
Emre Acartürk, Karthikeyan Shanmugam, A. Tajer, Burak Varici
2024Neural Information Processing Systems9 citations
Semantic Scholar
Front-door Adjustment Beyond Markov Equivalence with Limited Graph Knowledge
Abhin Shah, Karthikeyan Shanmugam, Murat Kocaoglu
2023Neural Information Processing Systems9 citations Open access
Semantic Scholar
Optimal Best-Arm Identification in Bandits with Access to Offline Data
Shubhada Agrawal, S. Juneja, Karthikeyan Shanmugam, A. Suggala
2023arXiv.org9 citations Open access
Semantic Scholar
Effect of project team integration on the performance of Indian construction project: SMART PLS Structural Equation Approach
Vijayabanu Chidambaram, Karthikeyan Shanmugam, Balamurugan Sivamani
2021International Journal of Construction Supply Chain Management9 citations Open access
Semantic Scholar
Survival and quality-of-life in Mucormycosis: a multicentric ambispective cohort study.
R. Abdulkader, Malu Mohan, Divya Kumar, M. Ponnaiah +138 more
2025Clinical Microbiology and Infection8 citations
Semantic Scholar
Learning model uncertainty as variance-minimizing instance weights
Nishant Jain, Karthikeyan Shanmugam, Pradeep Shenoy
2024International Conference on Learning Representations7 citations
Semantic Scholar
Process Independence Testing in Proximal Graphical Event Models
D. Bhattacharjya, Karthikeyan Shanmugam, Tian Gao, D. Subramanian
2022CLEaR7 citations
Semantic Scholar
Online Bidding under RoS Constraints without Knowing the Value
Sushant Vijayan, Zhe Feng, Swati Padmanabhan, Karthikeyan Shanmugam +2 more
2025The Web Conference6 citations Open access
Semantic Scholar
Improving Mobile Maternal and Child Health Care Programs: Collaborative Bandits for Time Slot Selection
Soumyabrata Pal, Milind Tambe, A. Suggala, Karthikeyan Shanmugam +1 more
2024Adaptive Agents and Multi-Agent Systems6 citations
Semantic Scholar
Model Agnostic Contrastive Explanations for Classification Models
Amit Dhurandhar, Tejaswini Pedapati, Avinash Balakrishnan, Pin-Yu Chen +2 more
2024IEEE Journal on Emerging and Selected Topics in Circuits and Systems6 citations
Semantic Scholar
Auto-Transfer: Learning to Route Transferrable Representations
K. Murugesan, Vijay Sadashivaiah, Ronny Luss, Karthikeyan Shanmugam +2 more
2022International Conference on Learning Representations6 citations
Semantic Scholar
Efficient Encrypted Inference on Ensembles of Decision Trees
Kanthi Kiran Sarpatwar, Karthik Nandakumar, N. Ratha, J. Rayfield +3 more
2021arXiv.org6 citations
Semantic Scholar
Conditionally independent data generation
Kartik Ahuja, Prasanna Sattigeri, Karthikeyan Shanmugam, Dennis Wei +2 more
2021Conference on Uncertainty in Artificial Intelligence6 citations
Semantic Scholar
Risk-sensitive Bandits: Arm Mixture Optimality and Regret-efficient Algorithms
Meltem Tatli, Arpan Mukherjee, A. PrashanthL, Karthikeyan Shanmugam +1 more
2025International Conference on Artificial Intelligence and Statistics5 citations
Semantic Scholar
Time-Reversal Provides Unsupervised Feedback to LLMs
Yerram Varun, Rahul Madhavan, Sravanti Addepalli, A. Suggala +2 more
2024Neural Information Processing Systems5 citations
Semantic Scholar
Interventional Fairness with Indirect Knowledge of Unobserved Protected Attributes
Sainyam Galhotra, Karthikeyan Shanmugam, Prasanna Sattigeri, Kush R. Varshney
2021Entropy5 citations Open access
Semantic Scholar
A Personalized Exercise Assistant using Reinforcement Learning (PEARL): Results from a four-arm Randomized-controlled Trial
Amy A. Lee, Narayan Hegde, Nina Deliu, Emily Rosenzweig +15 more
2025arXiv.org4 citations
Semantic Scholar
Efficient Approximate Posterior Sampling with Annealed Langevin Monte Carlo
Advait Parulekar, Litu Rout, Karthikeyan Shanmugam, Sanjay Shakkottai
2025arXiv.org4 citations
Semantic Scholar
Fine-Tuning Diffusion Models via Intermediate Distribution Shaping
G. Anil, Shaan ul Haque, Nithish Kannen, D. Nagaraj +2 more
2025arXiv.org4 citations
Semantic Scholar
Interleaved Gibbs Diffusion for Constrained Generation
G. Anil, Sachin Yadav, D. Nagaraj, Karthikeyan Shanmugam +1 more
2025arXiv.org4 citations
Semantic Scholar
Fairness under Covariate Shift: Improving Fairness-Accuracy Tradeoff with Few Unlabeled Test Samples
Shreyas Havaldar, Jatin Chauhan, Karthikeyan Shanmugam, Jay Nandy +1 more
2023AAAI Conference on Artificial Intelligence4 citations Open access
Semantic Scholar
PAC Generalization via Invariant Representations
Advait Parulekar, Karthikeyan Shanmugam, S. Shakkottai
2022International Conference on Machine Learning4 citations Open access
Semantic Scholar
Selective classification using a robust meta-learning approach
Nishant Jain, Karthikeyan Shanmugam, Pradeep Shenoy
2022arXiv.org4 citations Open access
Semantic Scholar
Experimental analysis of mechanical and thermal insulation properties of bamboo mineral wool reinforced composites
Sudhagar Subramanian, Karthikeyan Shanmugam, Rajkumar Devapiriam, V. Siva +2 more
2026AIP Conference Proceedings3 citations
Semantic Scholar

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