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Tias Guns
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Tias Guns17 visible / 17 total nodes / 39 links

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Co-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipWorks onAuthorshipWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalAuthorshipAuthorshipAuthorshipAuthorshipTias GunsATias GunsResearcherScalable Decision-Focused Learning through Cost-Sensitive RegressionWScalable Decision-Focus...preprint / 2026Noah SchutteANoah SchutteResearcherSenne BerdenASenne BerdenResearcherKrzysztof PostekAKrzysztof PostekResearcherNeil Yorke-SmithANeil Yorke-SmithResearcherMachine LearningTMachine Learning49008 worksLearning Relational Representations with Auto-encoding Logic ProgramsWLearning Relational Rep...preprint / 2020Learning to rank for uplift modelingWLearning to rank for up...preprint / 2020Constraint-based sequence mining using constraint programmingWConstraint-based sequen...preprint / 2015An Efficient Algorithm for Mining Frequent Sequence with Constraint ProgrammingWAn Efficient Algorithm ...preprint / 2016The Inductive Constraint Programming LoopWThe Inductive Constrain...preprint / 2015Decision-Focused Learning: Through the Lens of Learning to RankWDecision-Focused Learni...preprint / 2022Learn-n-Route: Learning implicit preferences for vehicle routingWLearn-n-Route: Learning...preprint / 2021Hybrid Classification and Reasoning for Image-based Constraint SolvingWHybrid Classification a...preprint / 2020Probability estimation and structured output prediction for learning preferences in last mile deliveryWProbability estimation ...preprint / 2022Machine Learning for Combinatorial Optimisation of Partially-Specified Problems: Regret Minimisation as a Unifying LensWMachine Learning for Co...preprint / 2022
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Tias Guns

Researcher

PaperScalable Decision-Focused Learning through Cost-Sensitive RegressionAuthorship / preprint / 2026PersonNoah SchutteCo-authorship / ResearcherPersonSenne BerdenCo-authorship / ResearcherPersonKrzysztof PostekCo-authorship / ResearcherPersonNeil Yorke-SmithCo-authorship / ResearcherTopicMachine LearningWorks on / 49008 worksPaperLearning Relational Representations with Auto-encoding Logic ProgramsAuthorship / preprint / 2020PaperLearning to rank for uplift modelingAuthorship / preprint / 2020

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