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Claudia Linnhoff-Popien
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Claudia Linnhoff-Popien22 visible / 22 total nodes / 77 links

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Related contextCo-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 onAuthorshipWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipClaudia Linnhoff-PopienAClaudia Linnhoff-PopienResearcherArchitecture Shape Governs QNN Trainability: Jacobian Null Space Growth and Parameter EfficiencyWArchitecture Shape Gove...preprint / 2026Markus BaumannAMarkus BaumannResearcherSebastian WölckertASebastian WölckertResearcherJonas SteinAJonas SteinResearcherMichael PoppelAMichael PoppelResearcherDavid BucherADavid BucherResearcherMaximilian ZornAMaximilian ZornResearcherPhilipp AltmannAPhilipp AltmannResearcherquant-phTquant-ph17817 worksMachine LearningTMachine Learning49008 worksAlgorithmic QUBO Formulations for k-SAT and Hamiltonian CyclesWAlgorithmic QUBO Formul...preprint / 2022Simple Quantum State Encodings for Hybrid Programming of Quantum SimulatorsWSimple Quantum State En...preprint / 2022Towards Turing-Complete Quantum Computing Coming From Classical AssemblerWTowards Turing-Complete...preprint / 2022Optimizing Geometry Compression using Quantum AnnealingWOptimizing Geometry Com...preprint / 2020How to Approximate any Objective Function via Quadratic Unconstrained Binary OptimizationWHow to Approximate any ...preprint / 2022Acoustic Anomaly Detection for Machine Sounds based on Image Transfer LearningWAcoustic Anomaly Detect...preprint / 2020Surgical Mask Detection with Convolutional Neural Networks and Data Augmentations on SpectrogramsWSurgical Mask Detection...preprint / 2020Policy Entropy for Out-of-Distribution ClassificationWPolicy Entropy for Out-...preprint / 2020Dynamic Incentivized Cooperation under Changing RewardsWDynamic Incentivized Co...preprint / 2026DIRECT: Learning from Sparse and Shifting Rewards using Discriminative Reward Co-TrainingWDIRECT: Learning from S...preprint / 2023Stochastic Market GamesWStochastic Market Gamespreprint / 2022
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Claudia Linnhoff-Popien

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PaperArchitecture Shape Governs QNN Trainability: Jacobian Null Space Growth and Parameter EfficiencyAuthorship / preprint / 2026PersonMarkus BaumannCo-authorship / ResearcherPersonSebastian WölckertCo-authorship / ResearcherPersonJonas SteinCo-authorship / ResearcherPersonMichael PoppelCo-authorship / ResearcherPersonDavid BucherCo-authorship / ResearcherPersonMaximilian ZornCo-authorship / ResearcherPersonPhilipp AltmannCo-authorship / Researcher

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