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Karthikeyan Shanmugam

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A resource-constrained stochastic scheduling algorithm for homeless street outreach and gleaning edible food

Mar 15, 2024
Conor M. Artman, Aditya Mate, Ezinne Nwankwo, Aliza Heching, Tsuyoshi Idé, Jiří Navrátil, Karthikeyan Shanmugam, Wei Sun, Kush R. Varshney, Lauri Goldkind, Gidi Kroch, Jaclyn Sawyer, Ian Watson

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Score-based Causal Representation Learning: Linear and General Transformations

Feb 01, 2024
Burak Varıcı, Emre Acartürk, Karthikeyan Shanmugam, Ali Tajer

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

Oct 31, 2023
Soumyabrata Pal, Arun Sai Suggala, Karthikeyan Shanmugam, Prateek Jain

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General Identifiability and Achievability for Causal Representation Learning

Oct 24, 2023
Burak Varıcı, Emre Acartürk, Karthikeyan Shanmugam, Ali Tajer

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Learning from Label Proportions: Bootstrapping Supervised Learners via Belief Propagation

Oct 12, 2023
Shreyas Havaldar, Navodita Sharma, Shubhi Sareen, Karthikeyan Shanmugam, Aravindan Raghuveer

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Improving Fairness-Accuracy tradeoff with few Test Samples under Covariate Shift

Oct 11, 2023
Shreyas Havaldar, Jatin Chauhan, Karthikeyan Shanmugam, Jay Nandy, Aravindan Raghuveer

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Identifiability Guarantees for Causal Disentanglement from Soft Interventions

Jul 13, 2023
Jiaqi Zhang, Chandler Squires, Kristjan Greenewald, Akash Srivastava, Karthikeyan Shanmugam, Caroline Uhler

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Front-door Adjustment Beyond Markov Equivalence with Limited Graph Knowledge

Jun 19, 2023
Abhin Shah, Karthikeyan Shanmugam, Murat Kocaoglu

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Optimal Best-Arm Identification in Bandits with Access to Offline Data

Jun 15, 2023
Shubhada Agrawal, Sandeep Juneja, Karthikeyan Shanmugam, Arun Sai Suggala

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