arXiv · 2025 · Preprint

Evolving Machine Learning in Non-Stationary Environments: A Unified Survey of Drift, Forgetting, and Adaptation

I. C. Martin, Subhaditya Mukherjee, Almas Baimagambetov, J. Vanschoren, Nikolaos Polatidis

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Date: 2025-05-23
Citations: 2
arXiv: 2505.17902 ↗

Cite

@misc{martin2025evolving,
  title = {Evolving Machine Learning in Non-Stationary Environments: A Unified Survey of Drift, Forgetting, and Adaptation},
  author = {I. C. Martin and Subhaditya Mukherjee and Almas Baimagambetov and J. Vanschoren and Nikolaos Polatidis},
  year = {2025},
  eprint = {2505.17902},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2505.17902},
}