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Antti Honkela
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Antti Honkela18 visible / 18 total nodes / 37 links

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Co-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipWorks onAuthorshipWorks onAuthorshipWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalAuthorshipAntti HonkelaAAntti HonkelaResearcherBeyond Square Roots: Explicit Memory-Efficient Factorization for Multi-Epoch Private LearningWBeyond Square Roots: Ex...preprint / 2026Aki RehnAAki RehnResearcherChristoph H. LampertAChristoph H. LampertResearcherNikita P. KalininANikita P. KalininResearcherJoel Daniel AnderssonAJoel Daniel AnderssonResearcherGenome-wide modelling of transcription kinetics reveals patterns of RNA production delaysWGenome-wide modelling o...preprint / 2015Machine LearningTMachine Learning49008 worksLearning Rate Adaptation for Federated and Differentially Private LearningWLearning Rate Adaptatio...preprint / 2019Gaussian process modelling of multiple short time seriesWGaussian process modell...preprint / 2012Identifying differentially expressed transcripts from RNA-seq data with biological variationWIdentifying differentia...preprint / 2012Inference of RNA Polymerase II Transcription Dynamics from Chromatin Immunoprecipitation Time Course DataWInference of RNA Polyme...preprint / 2014Probe region expression estimation for RNA-seq data for improved microarray comparabilityWProbe region expression...preprint / 2014Analysis of differential splicing suggests different modes of short-term splicing regulationWAnalysis of differentia...preprint / 2016Tight Accounting in the Shuffle Model of Differential PrivacyWTight Accounting in the...preprint / 2022Computing Tight Differential Privacy Guarantees Using FFTWComputing Tight Differe...preprint / 2019Bayes Blocks: An Implementation of the Variational Bayesian Building Blocks FrameworkWBayes Blocks: An Implem...preprint / 2012Fast Approximate Inference of Transcript Expression Levels from RNA-seq DataWFast Approximate Infere...preprint / 2015
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Antti Honkela

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PaperBeyond Square Roots: Explicit Memory-Efficient Factorization for Multi-Epoch Private LearningAuthorship / preprint / 2026PersonAki RehnCo-authorship / ResearcherPersonChristoph H. LampertCo-authorship / ResearcherPersonNikita P. KalininCo-authorship / ResearcherPersonJoel Daniel AnderssonCo-authorship / ResearcherPaperGenome-wide modelling of transcription kinetics reveals patterns of RNA production delaysAuthorship / preprint / 2015TopicMachine LearningWorks on / 49008 worksPaperLearning Rate Adaptation for Federated and Differentially Private LearningAuthorship / preprint / 2019

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