Transductive Learning

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1 paper in the last four weeks, against 1 the four weeks before. 0.0% of all new papers.

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  1. Global Communication or Graph-Specific Memory?

    Oct 5, 2026Hamed Shirzad, Danica J. SutherlandGraph Neural NetworksTransductive Learning

    University of British Columbia

  2. Even Sharper Bounds for Transductive Learning and Its Applications

    Sep 23, 2026Yingzhen YangTransductive LearningStatistical Learning Theory

    Arizona State University, 699 S Mill RD, Tempe, AZ 85281, USA

  3. Two Dimensions Govern Agnostic Multiclass Transductive Learning

    Aug 26, 2026Pahan DewasurendraMulticlass ClassificationTransductive Learning

    Johns Hopkins University

  4. Locally Consistent Transductive Information Maximization for Few-Shot Remote Sensing Scene Classification

    Jul 31, 2026Karim El Khoury, Benoît Gérin, Benoît Macq +1Remote Sensing Image UnderstandingVision Foundation Model Adaptation

    ICTEAM, UCLouvain, Louvain-la-Neuve, Belgium

  5. Few-Shot Open-Set Audio Classification via Transductive Prototype Refinement and Class Logit Enhancement

    Jul 29, 2026Tianyan Deng, Yanxiong Li, Rui Gao +1Few-Shot Audio ClassificationPrototype-Based Classification

    School of Mathematics South China University of Technology Guangzhou, China · School of Electronic and Information Engineering South China University of Technology Guangzhou, China

  6. Von Mises-Fisher Mixture Model with Dynamic Shrinkage for Realistic Test-Time Transduction

    Jul 17, 2026Jiazhen Huang, Zhiming Liu, Changhu Wang +3Class-Imbalanced LearningTest-Time Adaptation

    Tsinghua University, China · Fred Hutchinson Cancer Center, USA · Peking University, China +2

  7. Transductive Zero-Shot Audio Classification with Audio-Language Models

    Jun 15, 2026Jingwen Zhou, Mingzhe WangAudio-Language Model EvaluationFew-Shot Audio Classification

    Xidian University, Xi’an, China

  8. The price of multi-group transductive learning

    Jun 3, 2026Noah Bergam, Samuel Deng, Daniel HsuTransductive LearningStatistical Learning Theory

    Columbia University

  9. Finding Needles in the Haystack: Transductive Active Labeling in Ecology

    Jun 2, 2026Rupa Kurinchi-Vendhan, Sara BeeryLong-Tailed ClassificationActive Learning

    Massachusetts Institute of Technology, Cambridge MA 02139, USA

  10. Universal Multiclass Transductive Online Learning

    May 28, 2026Steve Hanneke, Hongao WangMulticlass ClassificationTransductive Learning

    Department of Computer Science, Purdue University, West Lafayette, IN 47907, USA

  11. Graph Transductive Sharpening: Leveraging Unlabeled Predictions in Node Classification

    May 18, 2026Brown Zaz, Mar Gonzàlez I Català, Ferran Hernandez Caralt +2Graph Neural NetworksGraph-Based Semi-Supervised Learning

    University of Cambridge

  12. Multiplicative Oracle Inequalities for Transductive Learning via Level-Set Aggregation

    Mar 2, 2026Jian Qian, Jiachen XuTransductive LearningStatistical Learning Theory

    The University of Hong Kong · Hong Kong University of Science and Technology