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Mert Pilanci
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Mert Pilanci27 visible / 27 total nodes / 80 links

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Related contextRelated contextRelated contextRelated contextRelated 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-authorshipCo-authorshipCo-authorshipCo-authorshipRelated contextWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipWorks onWorks onWorks onWorks onWorks onAuthorshipWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalMert PilanciAMert PilanciResearcherOptimizer-Induced Mode Connectivity: From AdamW to MuonWOptimizer-Induced Mode ...preprint / 2026Principled Design of Diffusion-based Optimizers for Inverse ProblemsWPrincipled Design of Di...preprint / 2026John PaulyAJohn PaulyResearcherYiqi JiangAYiqi JiangResearcherJulio OscanoaAJulio OscanoaResearcherIrmak SivginAIrmak SivginResearcherCagan AlkanACagan AlkanResearcherDaniel EnnisADaniel EnnisResearcherShreyas VasanawalaAShreyas VasanawalaResearcherFangzhao ZhangAFangzhao ZhangResearcherSungyoon KimASungyoon KimResearcherErica ZhangAErica ZhangResearcherNeural Networks are Convex Regularizers: Exact Polynomial-time Convex Optimization Formulations for Two-layer NetworksWNeural Networks are Con...preprint / 2020Randomized Sketches of Convex Programs with Sharp GuaranteesWRandomized Sketches of ...preprint / 2014Iterative Hessian sketch: Fast and accurate solution approximation for constrained least-squaresWIterative Hessian sketc...preprint / 2014Newton Sketch: A Linear-time Optimization Algorithm with Linear-Quadratic ConvergenceWNewton Sketch: A Linear...preprint / 2015Computer VisionTComputer Vision30606 worksArtificial IntelligenceTArtificial Intelligence22915 worksMachine LearningTMachine Learning49008 worksmath.OCTmath.OC9232 worksGlobal Optimality Beyond Two Layers: Training Deep ReLU Networks via Convex ProgramsWGlobal Optimality Beyon...preprint / 2022Distributed Sketching for Randomized Optimization: Exact Characterization, Concentration and Lower BoundsWDistributed Sketching f...preprint / 2022Straggler Robust Distributed Matrix Inverse ApproximationWStraggler Robust Distri...preprint / 2022Minimax Optimal Quantization of Linear Models: Information-Theoretic Limits and Efficient AlgorithmsWMinimax Optimal Quantiz...preprint / 2022Efficient Randomized Subspace Embeddings for Distributed Optimization under a Communication BudgetWEfficient Randomized Su...preprint / 2022Neural Spectrahedra and Semidefinite Lifts: Global Convex Optimization of Polynomial Activation Neural Networks in Fully Polynomial-TimeWNeural Spectrahedra and...preprint / 2021
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Mert Pilanci

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PersonJohn PaulyCo-authorship / ResearcherPersonYiqi JiangCo-authorship / ResearcherPersonJulio OscanoaCo-authorship / ResearcherPersonIrmak SivginCo-authorship / ResearcherPersonCagan AlkanCo-authorship / ResearcherPersonDaniel EnnisCo-authorship / ResearcherPersonShreyas VasanawalaCo-authorship / ResearcherPersonFangzhao ZhangCo-authorship / Researcher

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