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Bhavya Kailkhura
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Bhavya Kailkhura22 visible / 22 total nodes / 75 links

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Co-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipWorks onWorks onAuthorshipWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipBhavya KailkhuraABhavya KailkhuraResearcherPosition: Zeroth-Order Optimization in Deep Learning Is Underexplored, Not UnderpoweredWPosition: Zeroth-Order ...preprint / 2026Soumyadeep PalASoumyadeep PalResearcherChangsheng WangAChangsheng WangResearcherJames DiffenderferAJames DiffenderferResearcherYihua ZhangAYihua ZhangResearcherSijia LiuASijia LiuResearcherYicheng LangAYicheng LangResearcherYancheng HuangAYancheng HuangResearcherChongyu FanAChongyu FanResearcherDistributed Detection in Tree Networks: Byzantines and Mitigation TechniquesWDistributed Detection i...preprint / 2014Measurement Matrix Design for Compressive Detection with Secrecy GuaranteesWMeasurement Matrix Desi...preprint / 2015Distributed Detection in Tree Topologies with ByzantinesWDistributed Detection i...preprint / 2013Asymptotic Analysis of Distributed Bayesian Detection with Byzantine DataWAsymptotic Analysis of ...preprint / 2014Distributed Inference in Tree Networks using Coding TheoryWDistributed Inference i...preprint / 2014Machine LearningTMachine Learning49008 worksZeroth-Order SciML: Non-intrusive Integration of Scientific Software with Deep LearningWZeroth-Order SciML: Non...preprint / 2022A Fast and Convergent Proximal Algorithm for Regularized Nonconvex and Nonsmooth Bi-level OptimizationWA Fast and Convergent P...preprint / 2022On Certifying and Improving Generalization to Unseen DomainsWOn Certifying and Impro...preprint / 2022Anomalous Example Detection in Deep Learning: A SurveyWAnomalous Example Detec...preprint / 2021Explainable Deep Learning for Uncovering Actionable Scientific Insights for Materials Discovery and DesignWExplainable Deep Learni...preprint / 2020Actionable Attribution Maps for Scientific Machine LearningWActionable Attribution ...preprint / 2020
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Bhavya Kailkhura

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PaperPosition: Zeroth-Order Optimization in Deep Learning Is Underexplored, Not UnderpoweredAuthorship / preprint / 2026PersonSoumyadeep PalCo-authorship / ResearcherPersonChangsheng WangCo-authorship / ResearcherPersonJames DiffenderferCo-authorship / ResearcherPersonYihua ZhangCo-authorship / ResearcherPersonSijia LiuCo-authorship / ResearcherPersonYicheng LangCo-authorship / ResearcherPersonYancheng HuangCo-authorship / Researcher

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