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Giovanni Conforti
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Giovanni Conforti17 visible / 17 total nodes / 28 links

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Co-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipWorks onAuthorshipWorks onAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalGiovanni ConfortiAGiovanni ConfortiResearcherDiscrete Flow Matching: Convergence Guarantees Under Minimal AssumptionsWDiscrete Flow Matching:...preprint / 2026Alain DurmusAAlain DurmusResearcherLe-Tuyet-Nhi PhamALe-Tuyet-Nhi PhamResearcherZhenjie RenAZhenjie RenResearcherHamilton--Jacobi equations for controlled gradient flows: the comparison principleWHamilton--Jacobi equati...preprint / 2023Time reversal of Markov processes with jumps under a finite entropy conditionWTime reversal of Markov...preprint / 2022Bridges of Markov counting processes. Reciprocal classes and duality formulasWBridges of Markov count...preprint / 2014Reciprocal classes of random walks on graphsWReciprocal classes of r...preprint / 2016A formula for the time derivative of the entropic cost and applicationsWA formula for the time ...preprint / 2021A probabilistic approach to convex $(ϕ)$-entropy decay for Markov chainsWA probabilistic approac...preprint / 2020Game on Random Environment, Mean-field Langevin System and Neural NetworksWGame on Random Environm...preprint / 2020Reciprocal class of jump processesWReciprocal class of jum...preprint / 2014Bridges of Markov counting processes: quantitative estimatesWBridges of Markov count...preprint / 2015Fluctuations of bridges, reciprocal characteristics, and concentration of measureWFluctuations of bridges...preprint / 2016Couplings, gradient estimates and logarithmic Sobolev inequality for Langevin bridgesWCouplings, gradient est...preprint / 2016Machine LearningTMachine Learning49008 works
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Giovanni Conforti

Researcher

PaperDiscrete Flow Matching: Convergence Guarantees Under Minimal AssumptionsAuthorship / preprint / 2026PersonAlain DurmusCo-authorship / ResearcherPersonLe-Tuyet-Nhi PhamCo-authorship / ResearcherPersonZhenjie RenCo-authorship / ResearcherPaperHamilton--Jacobi equations for controlled gradient flows: the comparison principleAuthorship / preprint / 2023PaperTime reversal of Markov processes with jumps under a finite entropy conditionAuthorship / preprint / 2022PaperBridges of Markov counting processes. Reciprocal classes and duality formulasAuthorship / preprint / 2014PaperReciprocal classes of random walks on graphsAuthorship / preprint / 2016

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