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Frederic Koehler
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Frederic Koehler16 visible / 16 total nodes / 44 links

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Related contextCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipWorks onAuthorshipAuthorshipAuthorshipWorks onWorks onAuthorshipWorks onWorks onWorks onWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalAuthorshipFrederic KoehlerAFrederic KoehlerResearcherA Hierarchical Language Model with Predictable Scaling Laws and Provable Benefits of ReasoningWA Hierarchical Language...preprint / 2026Jason GaitondeAJason GaitondeResearcherElchanan MosselAElchanan MosselResearcherJoonhyung ShinAJoonhyung ShinResearcherAllan SlyAAllan SlyResearcherSampling Approximately Low-Rank Ising Models: MCMC meets Variational MethodsWSampling Approximately ...preprint / 2022Uniform Convergence of Interpolators: Gaussian Width, Norm Bounds, and Benign OverfittingWUniform Convergence of ...preprint / 2022Variational autoencoders in the presence of low-dimensional data: landscape and implicit biasWVariational autoencoder...preprint / 2022Machine LearningTMachine Learning49008 worksArtificial IntelligenceTArtificial Intelligence22915 worksDistributional Hardness Against Preconditioned Lasso via Erasure-Robust DesignsWDistributional Hardness...preprint / 2022Learning Some Popular Gaussian Graphical Models without Condition Number BoundsWLearning Some Popular G...preprint / 2020How Many Subpopulations is Too Many? Exponential Lower Bounds for Inferring Population HistoriesWHow Many Subpopulations...preprint / 2019From Boltzmann Machines to Neural Networks and Back AgainWFrom Boltzmann Machines...preprint / 2020Provable Algorithms for Inference in Topic ModelsWProvable Algorithms for...preprint / 2016
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Frederic Koehler

Researcher

PaperA Hierarchical Language Model with Predictable Scaling Laws and Provable Benefits of ReasoningAuthorship / preprint / 2026PersonJason GaitondeCo-authorship / ResearcherPersonElchanan MosselCo-authorship / ResearcherPersonJoonhyung ShinCo-authorship / ResearcherPersonAllan SlyCo-authorship / ResearcherPaperSampling Approximately Low-Rank Ising Models: MCMC meets Variational MethodsAuthorship / preprint / 2022PaperUniform Convergence of Interpolators: Gaussian Width, Norm Bounds, and Benign OverfittingAuthorship / preprint / 2022PaperVariational autoencoders in the presence of low-dimensional data: landscape and implicit biasAuthorship / preprint / 2022

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