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Home/Authors/Karthikeyan Shanmugam

Karthikeyan Shanmugam

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 14, 2026, 11:22 PM AMS

16

papers

197

total citations

papers (16)

Identifiability Guarantees for Causal Disentanglement from Soft Interventions

NEURIPS 2023arXiv

Active Structure Learning of Causal DAGs via Directed Clique Trees

NEURIPS 2020arXiv

Finite-Sample Analysis of Off-Policy TD-Learning via Generalized Bellman Operators

NEURIPS 2021arXiv

Scalable Intervention Target Estimation in Linear Models

NEURIPS 2021arXiv

CoFrNets: Interpretable Neural Architecture Inspired by Continued Fractions

NEURIPS 2021arXiv

Glauber Generative Model: Discrete Diffusion Models via Binary Classification

Front-door Adjustment Beyond Markov Equivalence with Limited Graph Knowledge

NEURIPS 2023arXiv

Learning from Label Proportions: Bootstrapping Supervised Learners via Belief Propagation

Mix and Match: An Optimistic Tree-Search Approach for Learning Models from Mixture Distributions

NEURIPS 2020arXiv

Blocked Collaborative Bandits: Online Collaborative Filtering with Per-Item Budget Constraints

NEURIPS 2023arXiv

Fairness under Covariate Shift: Improving Fairness-Accuracy Tradeoff with Few Unlabeled Test Samples

Learning Global Transparent Models consistent with Local Contrastive Explanations

NEURIPS 2020arXiv

Path-specific effects for pulse-oximetry guided decisions in critical care

NEURIPS 2025arXiv

Is this the Right Neighborhood? Accurate and Query Efficient Model Agnostic Explanations

Finite-Sample Analysis of Contractive Stochastic Approximation Using Smooth Convex Envelopes

Causal Discovery from Soft Interventions with Unknown Targets: Characterization and Learning