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Karthikeyan Shanmugam

15 papers at tracked venues · 10 at CORE A* · active 2024–2026

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Venues

ICLR ×4NeurIPS ×4AAMAS ×2AISTATS ×2AAAI ×1WACV ×1WWW ×1

Frequent coauthors

Shreyas Havaldar
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Burak Varici
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Aditi Agarwal
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Arpan Dasgupta
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Sravanti Addepalli
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Harshit Varma
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Sushant Vijayan
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Kevin Zhang
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Meltem Tatli
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Soumyabrata Pal
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Nishant Jain
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Emre Acartürk
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Papers

  1. Segmentation-Aware Latent Diffusion for Satellite Image Super-Resolution: Enabling Smallholder Farm Boundary Delineation
    WACV 2026 ·
    Aditi Agarwal
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  2. Bayesian Collaborative Bandits with Thompson Sampling for Improved Outreach in Maternal Health
    AAMAS 2025 ·
    Arpan Dasgupta
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  3. Does Safety Training of LLMs Generalize to Semantically Related Natural Prompts?
    ICLR 2025 ·
    Sravanti Addepalli
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  4. Glauber Generative Model: Discrete Diffusion Models via Binary Classification
    ICLR 2025 ·
    Harshit Varma
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  5. Online Bidding under RoS Constraints without Knowing the Value
    WWW 2025 ·
    Sushant Vijayan
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  6. Path-specific effects for pulse-oximetry guided decisions in critical care
    NeurIPS 2025 ·
    Kevin Zhang
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  7. Risk-sensitive Bandits: Arm Mixture Optimality and Regret-efficient Algorithms
    AISTATS 2025 ·
    Meltem Tatli
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  8. Fairness under Covariate Shift: Improving Fairness-Accuracy Tradeoff with Few Unlabeled Test Samples
    AAAI 2024 ·
    Shreyas Havaldar
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  9. General Identifiability and Achievability for Causal Representation Learning
    AISTATS 2024 ·
    Burak Varici
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  10. Improving Mobile Maternal and Child Health Care Programs: Collaborative Bandits for Time Slot Selection
    AAMAS 2024 ·
    Soumyabrata Pal
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  11. Learning from Label Proportions: Bootstrapping Supervised Learners via Belief Propagation
    ICLR 2024 ·
    Shreyas Havaldar
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  12. Learning model uncertainty as variance-minimizing instance weights
    ICLR 2024 ·
    Nishant Jain
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  13. Linear Causal Representation Learning from Unknown Multi-node Interventions
    NeurIPS 2024 ·
    Burak Varici
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  14. Sample Complexity of Interventional Causal Representation Learning
    NeurIPS 2024 ·
    Emre Acartürk
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  15. Time-Reversal Provides Unsupervised Feedback to LLMs
    NeurIPS 2024 ·
    Yerram Varun
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