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Willie Neiswanger
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Willie Neiswanger17 visible / 17 total nodes / 26 links

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Co-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipAuthorshipAuthorshipAuthorshipAuthorshipWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalWillie NeiswangerAWillie NeiswangerResearcherRethinking RL for LLM Reasoning: It's Sparse Policy Selection, Not Capability LearningWRethinking RL for LLM R...preprint / 2026Viktor PrasannaAViktor PrasannaResearcherÖmer Faruk AkgülAÖmer Faruk AkgülResearcherRajgopal KannanARajgopal KannanResearcherUncertainty quantification using martingales for misspecified Gaussian processesWUncertainty quantificat...preprint / 2021Unsupervised Detection and Tracking of Arbitrary Objects with Dependent Dirichlet Process MixturesWUnsupervised Detection ...preprint / 2012Asymptotically Exact, Embarrassingly Parallel MCMCWAsymptotically Exact, E...preprint / 2014Embarrassingly Parallel Variational Inference in Nonconjugate ModelsWEmbarrassingly Parallel...preprint / 2015Computation and LanguageTComputation and Language14115 worksA Study on Encodings for Neural Architecture SearchWA Study on Encodings fo...preprint / 2021BANANAS: Bayesian Optimization with Neural Architectures for Neural Architecture SearchWBANANAS: Bayesian Optim...preprint / 2020Interactive Weak Supervision: Learning Useful Heuristics for Data LabelingWInteractive Weak Superv...preprint / 2021Methods for comparing uncertainty quantifications for material property predictionsWMethods for comparing u...preprint / 2020Fast Distribution To Real RegressionWFast Distribution To Re...preprint / 2014Fast Function to Function RegressionWFast Function to Functi...preprint / 2014Neural Dynamical Systems: Balancing Structure and Flexibility in Physical PredictionWNeural Dynamical System...preprint / 2021
Person16 links

Willie Neiswanger

Researcher

PaperRethinking RL for LLM Reasoning: It's Sparse Policy Selection, Not Capability LearningAuthorship / preprint / 2026PersonViktor PrasannaCo-authorship / ResearcherPersonÖmer Faruk AkgülCo-authorship / ResearcherPersonRajgopal KannanCo-authorship / ResearcherPaperUncertainty quantification using martingales for misspecified Gaussian processesAuthorship / preprint / 2021PaperUnsupervised Detection and Tracking of Arbitrary Objects with Dependent Dirichlet Process MixturesAuthorship / preprint / 2012PaperAsymptotically Exact, Embarrassingly Parallel MCMCAuthorship / preprint / 2014PaperEmbarrassingly Parallel Variational Inference in Nonconjugate ModelsAuthorship / preprint / 2015

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