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Francesco Locatello
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Francesco Locatello23 visible / 23 total nodes / 74 links

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Related contextRelated contextRelated contextCo-authorshipWorks onCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipWorks onAuthorshipAuthorshipWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalAuthorshipAuthorshipFrancesco LocatelloAFrancesco LocatelloResearcherCausal Learning with the Invariance PrincipleWCausal Learning with th...preprint / 2026Controlling Transient Amplification Improves Long-horizon RolloutsWControlling Transient A...preprint / 2026The Rate-Distortion-Polysemanticity Tradeoff in SAEsWThe Rate-Distortion-Pol...preprint / 2026Towards a holistic understanding of Selection Bias for Causal Effect IdentificationWTowards a holistic unde...preprint / 2026Francesco MontagnaAFrancesco MontagnaResearcherTommaso MencattiniATommaso MencattiniResearcherYiwen QiuAYiwen QiuResearcherFilip KovacevicAFilip KovacevicResearcherShimeng HuangAShimeng HuangResearcherPeter SpirtesAPeter SpirtesResearcherAdeel PervezAAdeel PervezResearcherMachine LearningTMachine Learning49008 worksA Commentary on the Unsupervised Learning of Disentangled RepresentationsWA Commentary on the Uns...preprint / 2020Disentangling Factors of Variation Using Few LabelsWDisentangling Factors o...preprint / 2020MethodologyTMethodology5119 worksArtificial IntelligenceTArtificial Intelligence22915 worksTowards Causal Representation LearningWTowards Causal Represen...preprint / 2021Are Disentangled Representations Helpful for Abstract Visual Reasoning?WAre Disentangled Repres...preprint / 2020Exploratory Causal Inference in SAEnceWExploratory Causal Infe...preprint / 2026Faster One-Sample Stochastic Conditional Gradient Method for Composite Convex MinimizationWFaster One-Sample Stoch...preprint / 2022Head Pursuit: Probing Attention Specialization in Multimodal TransformersWHead Pursuit: Probing A...preprint / 2026Compositional Multi-Object Reinforcement Learning with Linear Relation NetworksWCompositional Multi-Obj...preprint / 2022
Person22 links

Francesco Locatello

Researcher

PaperCausal Learning with the Invariance PrincipleAuthorship / preprint / 2026PaperControlling Transient Amplification Improves Long-horizon RolloutsAuthorship / preprint / 2026PaperThe Rate-Distortion-Polysemanticity Tradeoff in SAEsAuthorship / preprint / 2026PaperTowards a holistic understanding of Selection Bias for Causal Effect IdentificationAuthorship / preprint / 2026PersonFrancesco MontagnaCo-authorship / ResearcherTopicMachine LearningWorks on / 49008 worksPersonTommaso MencattiniCo-authorship / ResearcherPersonYiwen QiuCo-authorship / Researcher

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