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Nathan Kallus
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Nathan Kallus17 visible / 17 total nodes / 38 links

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Related contextCo-authorshipCo-authorshipCo-authorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipWorks onWorks onWorks onWorks onAuthorshipWorks onWorks onAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalNathan KallusANathan KallusResearcherThe Context Gathering Decision Process: A POMDP Framework for Agentic SearchWThe Context Gathering D...preprint / 2026Chinmaya KausikAChinmaya KausikResearcherAdith SwaminathanAAdith SwaminathanResearcherEfficiently Breaking the Curse of Horizon in Off-Policy Evaluation with Double Reinforcement LearningWEfficiently Breaking th...preprint / 2023Stochastic Optimization ForestsWStochastic Optimization...preprint / 2022Treatment Effect Risk: Bounds and InferenceWTreatment Effect Risk: ...preprint / 2022Doubly Robust Distributionally Robust Off-Policy Evaluation and LearningWDoubly Robust Distribut...preprint / 2022Localized Debiased Machine Learning: Efficient Inference on Quantile Treatment Effects and BeyondWLocalized Debiased Mach...preprint / 2022Confounding-Robust Policy Evaluation in Infinite-Horizon Reinforcement LearningWConfounding-Robust Poli...preprint / 2020Assessing Algorithmic Fairness with Unobserved Protected Class Using Data CombinationWAssessing Algorithmic F...preprint / 2020Double Reinforcement Learning for Efficient Off-Policy Evaluation in Markov Decision ProcessesWDouble Reinforcement Le...preprint / 2020Doubly Robust Off-Policy Value and Gradient Estimation for Deterministic PoliciesWDoubly Robust Off-Polic...preprint / 2020On the Optimality of Randomization in Experimental Design: How to Randomize for Minimax Variance and Design-Based InferenceWOn the Optimality of Ra...preprint / 2020Comment: Entropy Learning for Dynamic Treatment RegimesWComment: Entropy Learni...preprint / 2020Artificial IntelligenceTArtificial Intelligence22915 worksMachine LearningTMachine Learning49008 works
Person16 links

Nathan Kallus

Researcher

PaperThe Context Gathering Decision Process: A POMDP Framework for Agentic SearchAuthorship / preprint / 2026PersonChinmaya KausikCo-authorship / ResearcherPersonAdith SwaminathanCo-authorship / ResearcherPaperEfficiently Breaking the Curse of Horizon in Off-Policy Evaluation with Double Reinforcement LearningAuthorship / preprint / 2023PaperStochastic Optimization ForestsAuthorship / preprint / 2022PaperTreatment Effect Risk: Bounds and InferenceAuthorship / preprint / 2022PaperDoubly Robust Distributionally Robust Off-Policy Evaluation and LearningAuthorship / preprint / 2022PaperLocalized Debiased Machine Learning: Efficient Inference on Quantile Treatment Effects and BeyondAuthorship / preprint / 2022

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