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Shuchin Aeron
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Shuchin Aeron17 visible / 17 total nodes / 31 links

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Co-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipAuthorshipAuthorshipWorks onWorks onWorks onAuthorshipWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalShuchin AeronAShuchin AeronResearcherOptimal Representations for Generalized Contrastive Learning with Imbalanced DatasetsWOptimal Representations...preprint / 2026D. Richard BrownAD. Richard BrownResearcherPrakash IshwarAPrakash IshwarResearcherThuan NguyenAThuan NguyenResearcherInformation theoretic bounds for Compressed SensingWInformation theoretic b...preprint / 2010Group-Invariant Subspace ClusteringWGroup-Invariant Subspac...preprint / 2015Machine LearningTMachine Learning49008 worksEasy Variational Inference for Categorical Models via an Independent Binary ApproximationWEasy Variational Infere...preprint / 2022Representation Learning via Adversarially-Contrastive Optimal TransportWRepresentation Learning...preprint / 2020Optimal Transport Based Change Point Detection and Time Series Segment ClusteringWOptimal Transport Based...preprint / 2020Methods for Large Scale Hydraulic Fracture MonitoringWMethods for Large Scale...preprint / 2013Exploiting Structural Complexity for Robust and Rapid Hyperspectral ImagingWExploiting Structural C...preprint / 2013Robust Hydraulic Fracture Monitoring (HFM) of Multiple Time Overlapping Events Using a Generalized Discrete Radon TransformWRobust Hydraulic Fractu...preprint / 2013Joint multi-mode dispersion extraction in Fourier and space time domainsWJoint multi-mode disper...preprint / 2013Consensus in the presence of interferenceWConsensus in the presen...preprint / 2013Robust Large Scale Non-negative Matrix Factorization using Proximal Point AlgorithmWRobust Large Scale Non-...preprint / 2014
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Shuchin Aeron

Researcher

PaperOptimal Representations for Generalized Contrastive Learning with Imbalanced DatasetsAuthorship / preprint / 2026PersonD. Richard BrownCo-authorship / ResearcherPersonPrakash IshwarCo-authorship / ResearcherPersonThuan NguyenCo-authorship / ResearcherPaperInformation theoretic bounds for Compressed SensingAuthorship / preprint / 2010PaperGroup-Invariant Subspace ClusteringAuthorship / preprint / 2015TopicMachine LearningWorks on / 49008 worksPaperEasy Variational Inference for Categorical Models via an Independent Binary ApproximationAuthorship / preprint / 2022

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