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Sumitra Ganesh
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Sumitra Ganesh15 visible / 15 total nodes / 41 links

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Related contextRelated contextRelated contextCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipWorks onWorks onWorks onWorks onWorks onAuthorshipAuthorshipWorks onWorks onWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalAuthorshipSumitra GaneshASumitra GaneshResearcherEntropy-informed Decoding: Adaptive Information-Driven BranchingWEntropy-informed Decodi...preprint / 2026Rethinking Neural Network Learning Rates: A Stackelberg PerspectiveWRethinking Neural Netwo...preprint / 2026Sihan ZengASihan ZengResearcherSujay BhattASujay BhattResearcherBenjamin Patrick EvansABenjamin Patrick EvansResearcherLeo ArdonALeo ArdonResearcherMachine LearningTMachine Learning49008 worksArtificial IntelligenceTArtificial Intelligence22915 worksInformation TheoryTInformation Theory6710 worksMixture of basis for interpretable continual learning with distribution shiftsWMixture of basis for in...preprint / 2022Risk-Sensitive Reinforcement Learning: a Martingale Approach to Reward UncertaintyWRisk-Sensitive Reinforc...preprint / 2020Consensus Multiplicative Weights Update: Learning to Learn using Projector-based Game SignaturesWConsensus Multiplicativ...preprint / 2022ChartAgent: A Multimodal Agent for Visually Grounded Reasoning in Complex Chart Question AnsweringWChartAgent: A Multimoda...preprint / 2026Certifiably Robust Policy Learning against Adversarial Communication in Multi-agent SystemsWCertifiably Robust Poli...preprint / 2022
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Sumitra Ganesh

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PaperEntropy-informed Decoding: Adaptive Information-Driven BranchingAuthorship / preprint / 2026PaperRethinking Neural Network Learning Rates: A Stackelberg PerspectiveAuthorship / preprint / 2026PersonSihan ZengCo-authorship / ResearcherPersonSujay BhattCo-authorship / ResearcherPersonBenjamin Patrick EvansCo-authorship / ResearcherPersonLeo ArdonCo-authorship / ResearcherTopicMachine LearningWorks on / 49008 worksTopicArtificial IntelligenceWorks on / 22915 works

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