Latency-Aware Adaptive Learning for Nonstationary Data Streams: Coordinating Concept Drift and Delayed Supervision

Zeyi Liu, Zidong Wang, Songqiao Hu, Xiao He, Xuelong Li

Open source

DOI
10.1109/tpami.2026.3742576
Published
2026
Container
IEEE Transactions on Pattern Analysis and Machine Intelligence
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Open access
unknown

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BibTeX

@article{allodium:10.1109/tpami.2026.3742576,
  title = {Latency-Aware Adaptive Learning for Nonstationary Data Streams: Coordinating Concept Drift and Delayed Supervision},
  author = {Zeyi Liu and Zidong Wang and Songqiao Hu and Xiao He and Xuelong Li},
  year = {2026},
  journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
  doi = {10.1109/tpami.2026.3742576},
  url = {https://doi.org/10.1109/tpami.2026.3742576}
}

RIS

TY  - JOUR
TI  - Latency-Aware Adaptive Learning for Nonstationary Data Streams: Coordinating Concept Drift and Delayed Supervision
AU  - Zeyi Liu
AU  - Zidong Wang
AU  - Songqiao Hu
AU  - Xiao He
AU  - Xuelong Li
PY  - 2026
JO  - IEEE Transactions on Pattern Analysis and Machine Intelligence
DO  - 10.1109/tpami.2026.3742576
UR  - https://doi.org/10.1109/tpami.2026.3742576
ER  - 

APA

Liu, Z., Wang, Z., Hu, S., He, X., & Li, X. (2026). Latency-Aware Adaptive Learning for Nonstationary Data Streams: Coordinating Concept Drift and Delayed Supervision. IEEE Transactions on Pattern Analysis and Machine Intelligence. https://doi.org/10.1109/tpami.2026.3742576

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