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Maxim Panov
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Maxim Panov19 visible / 19 total nodes / 40 links

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Co-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipAuthorshipAuthorshipWorks onAuthorshipWorks onWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalAuthorshipAuthorshipAuthorshipAuthorshipMaxim PanovAMaxim PanovResearcherUncertainty Quantification for Large Language Diffusion ModelsWUncertainty Quantificat...preprint / 2026Position: agentic AI orchestration should be Bayes-consistentWPosition: agentic AI or...preprint / 2026Artem VazhentsevAArtem VazhentsevResearcherDavid LiADavid LiResearcherTimothy BaldwinATimothy BaldwinResearcherArtem ShelmanovAArtem ShelmanovResearcherVladislav SmirnovAVladislav SmirnovResearcherConsistent Estimation of Mixed Memberships with Successive ProjectionsWConsistent Estimation o...preprint / 2017Finite Sample Bernstein -- von Mises Theorem for Semiparametric ProblemsWFinite Sample Bernstein...preprint / 2014Computation and LanguageTComputation and Language14115 worksScalable computation of prediction intervals for neural networks via matrix sketchingWScalable computation of...preprint / 2022Accuracy of Gaussian approximation in nonparametric Bernstein -- von Mises TheoremWAccuracy of Gaussian ap...preprint / 2020NCVis: Noise Contrastive Approach for Scalable VisualizationWNCVis: Noise Contrastiv...preprint / 2020Constructing Graph Node Embeddings via Discrimination of Similarity DistributionsWConstructing Graph Node...preprint / 2018Dropout-based Active Learning for RegressionWDropout-based Active Le...preprint / 2018Simultaneous Matrix Diagonalization for Structural Brain Networks ClassificationWSimultaneous Matrix Dia...preprint / 2017Dropout Strikes Back: Improved Uncertainty Estimation via Diversity SamplingWDropout Strikes Back: I...preprint / 2022Towards OOD Detection in Graph Classification from Uncertainty Estimation PerspectiveWTowards OOD Detection i...preprint / 2022
Person18 links

Maxim Panov

Researcher

PaperUncertainty Quantification for Large Language Diffusion ModelsAuthorship / preprint / 2026PaperPosition: agentic AI orchestration should be Bayes-consistentAuthorship / preprint / 2026PersonArtem VazhentsevCo-authorship / ResearcherPersonDavid LiCo-authorship / ResearcherPersonTimothy BaldwinCo-authorship / ResearcherPersonArtem ShelmanovCo-authorship / ResearcherPersonVladislav SmirnovCo-authorship / ResearcherPaperConsistent Estimation of Mixed Memberships with Successive ProjectionsAuthorship / preprint / 2017

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