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Atsushi Nitanda
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Atsushi Nitanda18 visible / 18 total nodes / 52 links

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Co-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipWorks onWorks onAuthorshipAuthorshipWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalAuthorshipAtsushi NitandaAAtsushi NitandaResearcherSlowly Annealed Langevin Dynamics: Theory and Applications to Training-Free Guided GenerationWSlowly Annealed Langevi...preprint / 2026Intrinsic Wasserstein Rates for Score-Based Generative Models on Smooth ManifoldsWIntrinsic Wasserstein R...preprint / 2026Guoji FuAGuoji FuResearcherTaiji SuzukiATaiji SuzukiResearcherWee Sun LeeAWee Sun LeeResearcherDake BuADake BuResearcherYueming LyuAYueming LyuResearcherTanya VeeravalliATanya VeeravalliResearcherMachine LearningTMachine Learning49008 worksParticle Dual Averaging: Optimization of Mean Field Neural Networks with Global Convergence Rate AnalysisWParticle Dual Averaging...preprint / 2022Convex Analysis of the Mean Field Langevin DynamicsWConvex Analysis of the ...preprint / 2022Stochastic Gradient Descent with Exponential Convergence Rates of Expected Classification ErrorsWStochastic Gradient Des...preprint / 2022Gradient Descent can Learn Less Over-parameterized Two-layer Neural Networks on Classification ProblemsWGradient Descent can Le...preprint / 2020Accelerated Stochastic Gradient Descent for Minimizing Finite SumsWAccelerated Stochastic ...preprint / 2015Exponential Convergence Rates of Classification Errors on Learning with SGD and Random FeaturesWExponential Convergence...preprint / 2022A Novel Global Spatial Attention Mechanism in Convolutional Neural Network for Medical Image ClassificationWA Novel Global Spatial ...preprint / 2020Post-Training as Reweighting: A Stochastic View of Reasoning Trajectories in Language ModelsWPost-Training as Reweig...preprint / 2026
Person17 links

Atsushi Nitanda

Researcher

PaperSlowly Annealed Langevin Dynamics: Theory and Applications to Training-Free Guided GenerationAuthorship / preprint / 2026PaperIntrinsic Wasserstein Rates for Score-Based Generative Models on Smooth ManifoldsAuthorship / preprint / 2026PersonGuoji FuCo-authorship / ResearcherPersonTaiji SuzukiCo-authorship / ResearcherPersonWee Sun LeeCo-authorship / ResearcherPersonDake BuCo-authorship / ResearcherPersonYueming LyuCo-authorship / ResearcherPersonTanya VeeravalliCo-authorship / Researcher

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