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Guido Montúfar
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Guido Montúfar28 visible / 28 total nodes / 80 links

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Related contextRelated contextRelated contextRelated contextCo-authorshipCo-authorshipRelated contextWorks onRelated contextCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipRelated contextRelated contextWorks onWorks onWorks onWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipWorks onWorks onWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalGuido MontúfarAGuido MontúfarResearcherImplicit Bias of Mirror Flow in Homogeneous Neural Networks: Sparse and Dense Feature LearningWImplicit Bias of Mirror...preprint / 2026Most ReLU Networks Admit Identifiable ParametersWMost ReLU Networks Admi...preprint / 2026Differentiable Optimization Layers for Guaranteed Fairness in Deep LearningWDifferentiable Optimiza...preprint / 2026The Symmetries of Three-Layer ReLU NetworksWThe Symmetries of Three...preprint / 2026Stress-Testing Neural Network Verifiers with Provably Robust InstancesWStress-Testing Neural N...preprint / 2026David TroxellADavid TroxellResearcherMoritz GrilloAMoritz GrilloResearcherMachine LearningTMachine Learning49008 worksYulia AlexandrAYulia AlexandrResearcherSofia HuntASofia HuntResearcherStephanie LeiAStephanie LeiResearcherNoah RoemerANoah RoemerResearcherTom JacobsATom JacobsResearcherJohanna Marie GegenfurtnerAJohanna Marie GegenfurtnerResearcherDiscrete MathematicsTDiscrete Mathematics1775 worksmath.COTmath.CO8936 worksSharp bounds for the number of regions of maxout networks and vertices of Minkowski sumsWSharp bounds for the nu...preprint / 2022Distributed Learning via Filtered Hyperinterpolation on ManifoldsWDistributed Learning vi...preprint / 2020On the Number of Linear Regions of Deep Neural NetworksWOn the Number of Linear...preprint / 2014Logic in Computer ScienceTLogic in Computer Science2208 worksmath.OCTmath.OC9232 worksComputationTComputation1468 worksmath.AGTmath.AG5393 worksOn the effectiveness of persistent homologyWOn the effectiveness of...preprint / 2023The Geometry of Memoryless Stochastic Policy Optimization in Infinite-Horizon POMDPsWThe Geometry of Memoryl...preprint / 2022Solving infinite-horizon POMDPs with memoryless stochastic policies in state-action spaceWSolving infinite-horizo...preprint / 2022Geometry of Linear Convolutional NetworksWGeometry of Linear Conv...preprint / 2022
Person26 links

Guido Montúfar

Researcher

PaperImplicit Bias of Mirror Flow in Homogeneous Neural Networks: Sparse and Dense Feature LearningAuthorship / preprint / 2026PaperMost ReLU Networks Admit Identifiable ParametersAuthorship / preprint / 2026PaperDifferentiable Optimization Layers for Guaranteed Fairness in Deep LearningAuthorship / preprint / 2026PaperThe Symmetries of Three-Layer ReLU NetworksAuthorship / preprint / 2026PersonDavid TroxellCo-authorship / ResearcherPersonMoritz GrilloCo-authorship / ResearcherTopicMachine LearningWorks on / 49008 worksPersonYulia AlexandrCo-authorship / Researcher

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