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Denis Derkach
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Denis Derkach12 visible / 12 total nodes / 22 links

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Related contextCo-authorshipWorks onWorks onWorks onAuthorshipWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalAuthorshipDenis DerkachADenis DerkachResearcherEnsemble Distributionally Robust Bayesian OptimisationWEnsemble Distributional...preprint / 2026Tigran RamazyanATigran RamazyanResearcherMachine LearningTMachine Learning49008 worksArtificial IntelligenceTArtificial Intelligence22915 worksML-assisted versatile approach to Calorimeter R&DWML-assisted versatile a...preprint / 2020Variational Dropout Sparsification for Particle Identification speed-upWVariational Dropout Spa...preprint / 2020Fast Data-Driven Simulation of Cherenkov Detectors Using Generative Adversarial NetworksWFast Data-Driven Simula...preprint / 2019Symbolic expression generation via Variational Auto-EncoderWSymbolic expression gen...preprint / 2023$(1 + \varepsilon)$-class Classification: an Anomaly Detection Method for Highly Imbalanced or Incomplete Data SetsW$(1 + \varepsilon)$-cla...preprint / 2019Standard Model updates and new physics analysis with the Unitarity Triangle fitWStandard Model updates ...preprint / 2014Toward the End-to-End Optimization of Particle Physics Instruments with Differentiable Programming: a White PaperWToward the End-to-End O...preprint / 2022
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Denis Derkach

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PaperEnsemble Distributionally Robust Bayesian OptimisationAuthorship / preprint / 2026PersonTigran RamazyanCo-authorship / ResearcherTopicMachine LearningWorks on / 49008 worksTopicArtificial IntelligenceWorks on / 22915 worksPaperML-assisted versatile approach to Calorimeter R&DAuthorship / preprint / 2020PaperVariational Dropout Sparsification for Particle Identification speed-upAuthorship / preprint / 2020PaperFast Data-Driven Simulation of Cherenkov Detectors Using Generative Adversarial NetworksAuthorship / preprint / 2019PaperSymbolic expression generation via Variational Auto-EncoderAuthorship / preprint / 2023

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