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Daniel Hsu
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Daniel Hsu14 visible / 14 total nodes / 25 links

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AuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipWorks onTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalDaniel HsuADaniel HsuResearcherLower bounds for one-layer transformers that compute parityWLower bounds for one-la...preprint / 2026Near-Optimal Statistical Query Lower Bounds for Agnostically Learning Intersections of Halfspaces with Gaussian MarginalsWNear-Optimal Statistica...preprint / 2022Anomaly Detection on Graph Time SeriesWAnomaly Detection on Gr...preprint / 2022A New Framework for Query Efficient Active Imitation LearningWA New Framework for Que...preprint / 2019Robust Matrix Decomposition with OutliersWRobust Matrix Decomposi...preprint / 2010Dimension-free tail inequalities for sums of random matricesWDimension-free tail ine...preprint / 2011Parallel Online LearningWParallel Online Learningpreprint / 2011A tail inequality for quadratic forms of subgaussian random vectorsWA tail inequality for q...preprint / 2011Analysis of a randomized approximation scheme for matrix multiplicationWAnalysis of a randomize...preprint / 2012Learning mixtures of spherical Gaussians: moment methods and spectral decompositionsWLearning mixtures of sp...preprint / 2012A Spectral Algorithm for Learning Hidden Markov ModelsWA Spectral Algorithm fo...preprint / 2012Identifiability and Unmixing of Latent Parse TreesWIdentifiability and Unm...preprint / 2012Machine LearningTMachine Learning49008 works
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Daniel Hsu

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PaperLower bounds for one-layer transformers that compute parityAuthorship / preprint / 2026PaperNear-Optimal Statistical Query Lower Bounds for Agnostically Learning Intersections of Halfspaces with Gaussian MarginalsAuthorship / preprint / 2022PaperAnomaly Detection on Graph Time SeriesAuthorship / preprint / 2022PaperA New Framework for Query Efficient Active Imitation LearningAuthorship / preprint / 2019PaperRobust Matrix Decomposition with OutliersAuthorship / preprint / 2010PaperDimension-free tail inequalities for sums of random matricesAuthorship / preprint / 2011PaperParallel Online LearningAuthorship / preprint / 2011PaperA tail inequality for quadratic forms of subgaussian random vectorsAuthorship / preprint / 2011

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