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Andrej Risteski
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Andrej Risteski17 visible / 17 total nodes / 45 links

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Related contextCo-authorshipCo-authorshipCo-authorshipAuthorshipWorks onWorks onAuthorshipWorks onWorks onWorks onAuthorshipWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalAndrej RisteskiAAndrej RisteskiResearcherThe tractability landscape of diffusion alignment: regularization, rewards, and computational primitivesWThe tractability landsc...preprint / 2026Ankur MoitraAAnkur MoitraResearcherDhruv RohatgiADhruv RohatgiResearcherHow to calculate partition functions using convex programming hierarchies: provable bounds for variational methodsWHow to calculate partit...preprint / 2016Machine LearningTMachine Learning49008 worksData Structures and AlgorithmsTData Structures and Alg...3564 worksContinual learning: a feature extraction formalization, an efficient algorithm, and fundamental obstructionsWContinual learning: a f...preprint / 2022Fast Convergence for Langevin Diffusion with Manifold StructureWFast Convergence for La...preprint / 2020On some provably correct cases of variational inference for topic modelsWOn some provably correc...preprint / 2015Approximate maximum entropy principles via Goemans-Williamson with applications to provable variational methodsWApproximate maximum ent...preprint / 2016Sampling Approximately Low-Rank Ising Models: MCMC meets Variational MethodsWSampling Approximately ...preprint / 2022Contrastive learning of strong-mixing continuous-time stochastic processesWContrastive learning of...preprint / 2021Simulated Tempering Langevin Monte Carlo II: An Improved Proof using Soft Markov Chain DecompositionWSimulated Tempering Lan...preprint / 2020On Learning Language-Invariant Representations for Universal Machine TranslationWOn Learning Language-In...preprint / 2020Recovery Guarantee of Non-negative Matrix Factorization via Alternating UpdatesWRecovery Guarantee of N...preprint / 2016Masked prediction tasks: a parameter identifiability viewWMasked prediction tasks...preprint / 2022
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Andrej Risteski

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PaperThe tractability landscape of diffusion alignment: regularization, rewards, and computational primitivesAuthorship / preprint / 2026PersonAnkur MoitraCo-authorship / ResearcherPersonDhruv RohatgiCo-authorship / ResearcherPaperHow to calculate partition functions using convex programming hierarchies: provable bounds for variational methodsAuthorship / preprint / 2016TopicMachine LearningWorks on / 49008 worksTopicData Structures and AlgorithmsWorks on / 3564 worksPaperContinual learning: a feature extraction formalization, an efficient algorithm, and fundamental obstructionsAuthorship / preprint / 2022PaperFast Convergence for Langevin Diffusion with Manifold StructureAuthorship / preprint / 2020

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