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Grigorios Tsoumakas
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Grigorios Tsoumakas18 visible / 18 total nodes / 41 links

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Co-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipCo-authorshipAuthorshipWorks onAuthorshipWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalAuthorshipGrigorios TsoumakasAGrigorios TsoumakasResearcherD2ACE: Multi-Label Batch Selection Guided by Dual Dynamics and Adaptive Correlation EnhancementWD2ACE: Multi-Label Batc...preprint / 2026Bin LiuABin LiuResearcherHaoyu PengAHaoyu PengResearcherZhijia WeiAZhijia WeiResearcherJiajing ZhangAJiajing ZhangResearcherMulti-Target Regression via Random Linear Target CombinationsWMulti-Target Regression...preprint / 2014Machine LearningTMachine Learning49008 worksOptimizing Area Under the Curve Measures via Matrix Factorization for Predicting Drug-Target Interaction with Multiple SimilaritiesWOptimizing Area Under t...preprint / 2022Improving Distantly-Supervised Relation Extraction through BERT-based Label & Instance EmbeddingsWImproving Distantly-Sup...preprint / 2021Keywords lie far from the mean of all words in local vector spaceWKeywords lie far from t...preprint / 2020Unsupervised Keyphrase Extraction from Scientific PublicationsWUnsupervised Keyphrase ...preprint / 2020Discovering and Exploiting Entailment Relationships in Multi-Label LearningWDiscovering and Exploit...preprint / 2014Multi-Target Regression via Input Space Expansion: Treating Targets as InputsWMulti-Target Regression...preprint / 2016Altruist: Argumentative Explanations through Local Interpretations of Predictive ModelsWAltruist: Argumentative...preprint / 2022LioNets: A Neural-Specific Local Interpretation Technique Exploiting Penultimate Layer InformationWLioNets: A Neural-Speci...preprint / 2021Improving Zero-Shot Entity Retrieval through Effective Dense RepresentationsWImproving Zero-Shot Ent...preprint / 2021Multi-Label Sampling based on Local Label ImbalanceWMulti-Label Sampling ba...preprint / 2020
Person17 links

Grigorios Tsoumakas

Researcher

PaperD2ACE: Multi-Label Batch Selection Guided by Dual Dynamics and Adaptive Correlation EnhancementAuthorship / preprint / 2026PersonBin LiuCo-authorship / ResearcherPersonHaoyu PengCo-authorship / ResearcherPersonZhijia WeiCo-authorship / ResearcherPersonJiajing ZhangCo-authorship / ResearcherPaperMulti-Target Regression via Random Linear Target CombinationsAuthorship / preprint / 2014TopicMachine LearningWorks on / 49008 worksPaperOptimizing Area Under the Curve Measures via Matrix Factorization for Predicting Drug-Target Interaction with Multiple SimilaritiesAuthorship / preprint / 2022

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