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Samuel Horváth
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Samuel Horváth27 visible / 27 total nodes / 80 links

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Related contextRelated contextRelated contextRelated contextRelated contextRelated contextCo-authorshipWorks onCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipWorks onWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipWorks onWorks onWorks onWorks onAuthorshipAuthorshipWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onAuthorshipWorks onAuthorshipAuthorshipAuthorshipSamuel HorváthASamuel HorváthResearcherCan Muon Fine-tune Adam-Pretrained Models?WCan Muon Fine-tune Adam...preprint / 2026Modulated learning for private and distributed regression with just a single sample per client deviceWModulated learning for ...preprint / 2026LionMuon: Alternating Spectral and Sign Descent for Efficient TrainingWLionMuon: Alternating S...preprint / 2026Response-Conditioned Parallel-to-Sequential Orchestration for Multi-Agent SystemsWResponse-Conditioned Pa...preprint / 2026Alex IacobAAlex IacobResearcherKarthik NandakumarAKarthik NandakumarResearcherPraneeth VepakommaAPraneeth VepakommaResearcherAmirhossein ReisizadehAAmirhossein ReisizadehResearcherMachine LearningTMachine Learning49008 worksNurbek TastanANurbek TastanResearcherLorenzo SaniALorenzo SaniResearcherMeghdad KurmanjiAMeghdad KurmanjiResearcherNicholas D. LaneANicholas D. LaneResearcherArman BolatovAArman BolatovResearcherArtem RiabininAArtem RiabininResearcherNikita KornilovANikita KornilovResearcherAndrey VeprikovAAndrey VeprikovResearcherBetter Methods and Theory for Federated Learning: Compression, Client Selection and HeterogeneityWBetter Methods and Theo...preprint / 2022Adaptive Learning Rates for Faster Stochastic Gradient MethodsWAdaptive Learning Rates...preprint / 2022Hyperparameter Transfer Learning with Adaptive ComplexityWHyperparameter Transfer...preprint / 2021Adaptivity of Stochastic Gradient Methods for Nonconvex OptimizationWAdaptivity of Stochasti...preprint / 2020Computation and LanguageTComputation and Language14115 worksMultiagent SystemsTMultiagent Systems1840 worksCryptography and SecurityTCryptography and Security7258 worksFL_PyTorch: optimization research simulator for federated learningWFL_PyTorch: optimizatio...preprint / 2022FLIX: A Simple and Communication-Efficient Alternative to Local Methods in Federated LearningWFLIX: A Simple and Comm...preprint / 2022
Person21 links

Samuel Horváth

Researcher

TopicMachine LearningWorks on / 49008 worksPersonAlex IacobCo-authorship / ResearcherPersonKarthik NandakumarCo-authorship / ResearcherPersonPraneeth VepakommaCo-authorship / ResearcherPersonAmirhossein ReisizadehCo-authorship / ResearcherPersonNurbek TastanCo-authorship / ResearcherPersonLorenzo SaniCo-authorship / ResearcherPersonMeghdad KurmanjiCo-authorship / Researcher

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