会议文集


文集名Discovering Drift Phenomena in Evolving Landscapes
会议名1st International Workshop on Discovering Drift Phenomena in Evolving Landscapes (DELTA 2024)
中译名《第一届国际发现景观演变中的漂移现象讨论会》
会议日期August 26, 2024
会议地点Barcelona, Spain
出版年2025
馆藏号356538


题名作者出版年
Adaptive Machine Learning for Resource-Constrained EnvironmentsSebastian A. Cajas Ordonez; Jaydeep Samanta; Andres L. Suarez-Cetrulo; Ricardo Simon Carbajo2025
RoCoNA: A Robust Continual Learning Framework for Alignment of Dynamic Networks Under Distribution Shift and Domain DifferencesShruti Saxena; Joydeep Chandra2025
CeDFormer: Community Enhanced Transformer for Dynamic Network EmbeddingJiaqi Guo; Tianpeng Li; Minglai Shao; Wenjun Wang; Lin Pan; Xue Chen; Yueheng Sun2025
On the Impact of Industrial Delays when Mitigating Distribution Drifts: An Empirical Study on Real-World Financial SystemsThibault Simonetto; Maxime Cordy; Salah Ghamizi; Yves Le Traon; Clement Lefebvre; Andrey Boystov; Anne Goujon2025
Understanding Knowledge Drift in LLMs Through MisinformationAlina Fastowski; Gjergji Kasneci2025
Exploring Concept Drift Visualization and Explanation in Image StreamsGiacomo Ziffer; Emanuele Della Valle2025
A Synthetic Benchmark to Explore Limitations of Localized Drift DetectionsFlavio Giobergia; Eliana Pastor; Luca de Alfaro; Elena Baralis2025
Unsupervised Concept Drift Detection Based on Parallel Activations of Neural NetworkJoanna Komorniczak; Pawel Ksieniewicz2025
Unsupervised Assessment of Landscape Shifts Based on Persistent Entropy and Topological PreservationSebastian Basterrech2025
Addressing Temporal Dependence, Concept Drifts, and Forgetting in Data StreamsFederico Giannini; Emanuele Della Valle2025



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