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Martin T. Wells
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Martin T. Wells17 visible / 17 total nodes / 30 links

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Co-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipAuthorshipWorks onWorks onWorks onAuthorshipWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalMartin T. WellsAMartin T. WellsResearcherAdapt or Forget: Provable Tradeoffs Between Adam and SGD in Nonstationary OptimizationWAdapt or Forget: Provab...preprint / 2026Sharan SahuASharan SahuResearcherAbir SarkarAAbir SarkarResearcherCameron J. HoganACameron J. HoganResearcherA Conversation with Shayle R. SearleWA Conversation with Sha...preprint / 2010Machine LearningTMachine Learning49008 worksHALO: Learning to Prune Neural Networks with ShrinkageWHALO: Learning to Prune...preprint / 2021Robust Matrix Completion with Mixed Data TypesWRobust Matrix Completio...preprint / 2020On Improved Loss Estimation for Shrinkage EstimatorsWOn Improved Loss Estima...preprint / 2012Improved multivariate normal mean estimation with unknown covariance when p is greater than nWImproved multivariate n...preprint / 2013Noise Estimation in the Spiked Covariance ModelWNoise Estimation in the...preprint / 2014Improved Second Order Estimation in the Singular Multivariate Normal ModelWImproved Second Order E...preprint / 2015Interpretable Latent Variables in Deep State Space ModelsWInterpretable Latent Va...preprint / 2022K-ARMA Models for Clustering Time Series DataWK-ARMA Models for Clust...preprint / 2022Kendall's Tau for Two-Sample Inference ProblemsWKendall's Tau for Two-S...preprint / 2022A Multivariate Variance Components Model for Analysis of Covariance in Designed ExperimentsWA Multivariate Variance...preprint / 2010
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Martin T. Wells

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PaperAdapt or Forget: Provable Tradeoffs Between Adam and SGD in Nonstationary OptimizationAuthorship / preprint / 2026PersonSharan SahuCo-authorship / ResearcherPersonAbir SarkarCo-authorship / ResearcherPersonCameron J. HoganCo-authorship / ResearcherPaperA Conversation with Shayle R. SearleAuthorship / preprint / 2010TopicMachine LearningWorks on / 49008 worksPaperHALO: Learning to Prune Neural Networks with ShrinkageAuthorship / preprint / 2021PaperRobust Matrix Completion with Mixed Data TypesAuthorship / preprint / 2020

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