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Richard Baraniuk
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Richard Baraniuk18 visible / 18 total nodes / 40 links

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Co-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipAuthorshipWorks onAuthorshipWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalAuthorshipRichard BaraniukARichard BaraniukResearcherThe Geometric Structure of Models Learning Sparse DataWThe Geometric Structure...preprint / 2026Thomas WalkerAThomas WalkerResearcherT. Mitchell RoddenberryAT. Mitchell RoddenberryResearcherAhmed Imtiaz HumayunAAhmed Imtiaz HumayunResearcherRandall BalestrieroARandall BalestrieroResearcherExponential decay of reconstruction error from binary measurements of sparse signalsWExponential decay of re...preprint / 2014Machine LearningTMachine Learning49008 worksComputer-Aided Personalized EducationWComputer-Aided Personal...preprint / 2020MaGNET: Uniform Sampling from Deep Generative Network Manifolds Without RetrainingWMaGNET: Uniform Samplin...preprint / 2022Polarity Sampling: Quality and Diversity Control of Pre-Trained Generative Networks via Singular ValuesWPolarity Sampling: Qual...preprint / 2022Covariate Balancing Methods for Randomized Controlled Trials Are Not Adversarially RobustWCovariate Balancing Met...preprint / 2022SASSI -- Super-Pixelated Adaptive Spatio-Spectral ImagingWSASSI -- Super-Pixelate...preprint / 2020Max-Affine Spline Insights into Deep Generative NetworksWMax-Affine Spline Insig...preprint / 2020Minimum Complexity Pursuit: Stability AnalysisWMinimum Complexity Purs...preprint / 2012Minimum Complexity Pursuit for Universal Compressed SensingWMinimum Complexity Purs...preprint / 2013FASTA: A Generalized Implementation of Forward-Backward SplittingWFASTA: A Generalized Im...preprint / 2016A Field Guide to Forward-Backward Splitting with a FASTA ImplementationWA Field Guide to Forwar...preprint / 2016
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Richard Baraniuk

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PaperThe Geometric Structure of Models Learning Sparse DataAuthorship / preprint / 2026PersonThomas WalkerCo-authorship / ResearcherPersonT. Mitchell RoddenberryCo-authorship / ResearcherPersonAhmed Imtiaz HumayunCo-authorship / ResearcherPersonRandall BalestrieroCo-authorship / ResearcherPaperExponential decay of reconstruction error from binary measurements of sparse signalsAuthorship / preprint / 2014TopicMachine LearningWorks on / 49008 worksPaperComputer-Aided Personalized EducationAuthorship / preprint / 2020

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