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Virginia Smith
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Virginia Smith20 visible / 20 total nodes / 47 links

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Related contextCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipAuthorshipWorks onWorks onWorks onAuthorshipWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalAuthorshipAuthorshipAuthorshipVirginia SmithAVirginia SmithResearcherBeyond LoRA vs. Full Fine-Tuning: Gradient-Guided Optimizer Routing for LLM AdaptationWBeyond LoRA vs. Full Fi...preprint / 2026Haozhan TangAHaozhan TangResearcherBoxun LiABoxun LiResearcherKevin KuoAKevin KuoResearcherXiuqi ZhuAXiuqi ZhuResearcherXinyin ZhangAXinyin ZhangResearcherL1-Regularized Distributed Optimization: A Communication-Efficient Primal-Dual FrameworkWL1-Regularized Distribu...preprint / 2016Computation and LanguageTComputation and Language14115 worksArtificial IntelligenceTArtificial Intelligence22915 worksCommunication-Efficient Distributed Dual Coordinate AscentWCommunication-Efficient...preprint / 2014Adding vs. Averaging in Distributed Primal-Dual OptimizationWAdding vs. Averaging in...preprint / 2015Adversarial Unlearning: Reducing Confidence Along Adversarial DirectionsWAdversarial Unlearning:...preprint / 2022MLI: An API for Distributed Machine LearningWMLI: An API for Distrib...preprint / 2013Plumber: Diagnosing and Removing Performance Bottlenecks in Machine Learning Data PipelinesWPlumber: Diagnosing and...preprint / 2022Private Adaptive Optimization with Side InformationWPrivate Adaptive Optimi...preprint / 2022Fair Resource Allocation in Federated LearningWFair Resource Allocatio...preprint / 2020Federated Learning: Challenges, Methods, and Future DirectionsWFederated Learning: Cha...preprint / 2019Distributed Optimization with Arbitrary Local SolversWDistributed Optimizatio...preprint / 2016Federated Optimization in Heterogeneous NetworksWFederated Optimization ...preprint / 2020
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Virginia Smith

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PaperBeyond LoRA vs. Full Fine-Tuning: Gradient-Guided Optimizer Routing for LLM AdaptationAuthorship / preprint / 2026PersonHaozhan TangCo-authorship / ResearcherPersonBoxun LiCo-authorship / ResearcherPersonKevin KuoCo-authorship / ResearcherPersonXiuqi ZhuCo-authorship / ResearcherPersonXinyin ZhangCo-authorship / ResearcherPaperL1-Regularized Distributed Optimization: A Communication-Efficient Primal-Dual FrameworkAuthorship / preprint / 2016TopicComputation and LanguageWorks on / 14115 works

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