Items where Research Area is "Data Mining and Machine Learning" and Year is 2026

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Number of items: 17.

Journal Paper

  • Which meteorological parameters influence extreme wind speed in a wind farm? A heterogeneous Granger causality approach.
    Hlavackova-Schindler, Katerina and Woess, Rainer and Schicker, Irene and Plant, Claudia pp. 1-42 ISSN 2634-4602 Cambridge University Press (2026)

  • EEG-based classification in psychiatry using motif discovery
    Kraljevska, Melanija and Hlavackova-Schindler, Katerina and Miklautz, Lukas and Plant, Claudia pp. 1-12 ISSN 2772-5286 Elsevier (2026)

  • Understanding and Improving Hyperbolic Deep Reinforcement Learning
    Timo, Klein and Thomas, Lang and Andrii, Shkabrii and Alexander, Sturm and Kevin, Sidak and Lukas, Miklautz and Claudia, Plant and Yllka, Velaj and Sebastian, Tschiatschek (2026)

  • The spatio-temporal visualization tool HMMLVis in renewable energy applications
    Wöß, Rainer and Hlavackova-Schindler, Katerina and Schicker, Irene and Papazek, Petrina and Plant, Claudia pp. 2385-2405 ISSN 1991-9603 Copernicus Publications (2026)

    • Paper in Conference Proceedings or in Workshop Proceedings

  • Internal Evaluation of Density-Based Clusterings with Noise
    Beer, Anna and Krieger, Lena and Weber, Pascal and Ritzert, Martin and Assent, Ira and Plant, Claudia In: ICLR 2026 , April 23-27, 2026 , Riocentro Convention and Event Center, Rio de Janeiro, Brazil (2026)

  • RExBench: Can coding agents autonomously implement AI research extensions?
    Edwards, Nicholas and Lee, Yukyung and Mao, Yujun Audrey and Qin, Yulu and Schuster, Sebastian and Kim, Najoung In: 64th Annual Meeting of the Association for Computational Linguistics (ACL 2026) , 02-07 Jul 2026 , San Diego, CA (Submitted) (2026)

  • Agree, Disagree, Explain: Decomposing Human Label Variation in NLI through the Lens of Explanations
    Hong, Pingjun and Chen, Beiduo and Peng, Siyao and de Marneffe, Marie-Catherine and Roth, Benjamin and Plank, Barbara In: Association for Computational Linguistics: ACL 2026 , 02-07 Jul 2026 , San Diego, USA (2026)

  • Understanding and Improving Hyperbolic Deep Reinforcement Learning
    Klein, Timo and Lang, Thomas and Shkabrii, Andrii and Sturm, Alexander and Sidak, Kevin and Miklautz, Lukas and Plant, Claudia and Velaj, Yllka and Tschiatschek, Sebastian In: The Fourteenth International Conference on Learning Representations 2026 , April 23-27, 2026 , Rio de Janeiro (2026)

  • Persistent Personas? Role-Playing, Instruction Following, and Safety in Extended Interactions
    Luz de Araujo, Pedro Henrique and Hedderich, Michael A. and Modarressi, Ali and Schütze, Hinrich and Roth, Benjamin In: The 19th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2026) , March 24-29, 2026 , Rabat, Morocco (2026)

  • Compact Example-Based Explanations for Language Models
    Schoenegger, Loris and Roth, Benjamin In: Findings of the Association for Computational Linguistics: ACL 2026 , 02-07 Jul 2026 , San Diego, USA (2026)

  • Do Language Models Track Entities Across State Changes?
    Tang, Zilu and Zhao, Qiao and Franco, Gabriel and Wijaya, Derry and Mueller, Aaron and Schuster, Sebastian and Kim, Najoung In: Forty-Third International Conference on Machine Learning (ICML 2026) , 6 Jul - 11 Jul 2026 , Seoul, South Korea (2026)

  • There is No Spoon: Existential Presupposition in Large Language Models
    Wörgötter, Marie-Léontine and Lai, Shikai and Schuster, Sebastian In: Fifteenth Language Resources and Evaluation Conference (LREC 2026) , 11-16 May 2026 , Palma de Mallorca (2026)

  • Influential Training Data Retrieval for Explaining Verbalized Confidence of LLMs
    Xia, Yuxi and Schoenegger, Loris and Roth, Benjamin In: The 48th European Conference on Information Retrieval (ECIR 2026) , 30 March to 1 April 2026 , Delft, The Netherlands (2026)

  • Explaining Generalization of AI-Generated Text Detectors Through Linguistic Analysis
    Xia, Yuxi and Stańczak, Kinga and Roth, Benjamin In: the 19th Conference of the European Chapter of the Association for Computational Linguistics (EACL) , March 24–29 , Morocco (2026)

    • Technical Report

  • Diffusion LLMs can think EoS-by-EoS
    Breckner, Sarah and Schuster, Sebastian Working Paper. UNSPECIFIED (Submitted) (2026)

  • Ask or Assume? Uncertainty-Aware Clarification-Seeking in Coding Agents
    Edwards, Nicholas and Schuster, Sebastian Working Paper. UNSPECIFIED (Submitted) (2026)

  • From Models to Systems: A Survey of Explainability for Tool-Augmented Language Models and AI Agents
    Roth, Benjamin and Edwards, Nicholas and Hong, Pingjun and Schoenegger, Loris and Schuster, Sebastian Discussion Paper. UNSPECIFIED (Submitted) (2026)

    • This list was generated on Tue May 5 15:50:52 2026 CEST.
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