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Joao Monteiro
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Joao Monteiro15 visible / 15 total nodes / 52 links

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Co-authorshipRelated contextCo-authorshipWorks onCo-authorshipCo-authorshipCo-authorshipCo-authorshipWorks onCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipWorks onWorks onAuthorshipWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalAuthorshipAuthorshipAuthorshipJoao MonteiroAJoao MonteiroResearcherNectar: Neural Estimation of Cached-Token Attention via RegressionWNectar: Neural Estimati...preprint / 2026DynaMiCS: Fine-tuning LLMs with Performance Constraints using Dynamic MixturesWDynaMiCS: Fine-tuning L...preprint / 2026Pierre AblinAPierre AblinResearcherMarco CuturiAMarco CuturiResearcherMichal KleinAMichal KleinResearcherEleonora GualdoniAEleonora GualdoniResearcherSonia LagunaASonia LagunaResearcherLouis BéthuneALouis BéthuneResearcherMachine LearningTMachine Learning49008 worksMonotonicity Regularization: Improved Penalties and Novel Applications to Disentangled Representation Learning and Robust ClassificationWMonotonicity Regulariza...preprint / 2022An end-to-end approach for the verification problem: learning the right distanceWAn end-to-end approach ...preprint / 2020Computation and LanguageTComputation and Language14115 worksA Simplified Fully Quantized Transformer for End-to-end Speech RecognitionWA Simplified Fully Quan...preprint / 2020Multi-task self-supervised learning for Robust Speech RecognitionWMulti-task self-supervi...preprint / 2020
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Joao Monteiro

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PaperNectar: Neural Estimation of Cached-Token Attention via RegressionAuthorship / preprint / 2026PaperDynaMiCS: Fine-tuning LLMs with Performance Constraints using Dynamic MixturesAuthorship / preprint / 2026PersonPierre AblinCo-authorship / ResearcherPersonMarco CuturiCo-authorship / ResearcherPersonMichal KleinCo-authorship / ResearcherPersonEleonora GualdoniCo-authorship / ResearcherPersonSonia LagunaCo-authorship / ResearcherPersonLouis BéthuneCo-authorship / Researcher

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