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Other

2024

  • PG-LBO: Enhancing High-Dimensional Bayesian Optimization with Pseudo-Label and Gaussian Process Guidance. [pdf] [code]
    • Taicai Chen, Yue Duan, Dong Li, Lei Qi, Yinghuan Shi, Yang Gao. AAAI 2024

2022

  • SemiFL: Semi-Supervised Federated Learning for Unlabeled Clients with Alternate Training. [pdf]

    • Enmao Diao, Jie Ding, Vahid Tarokh. Neurips 2022
  • RSCFed: Random Sampling Consensus Federated Semi-supervised Learning. [pdf]

    • Xiaoxiao Liang, Yiqun Lin, Huazhu Fu, Lei Zhu, Xiaomeng Li. CVPR 2022
  • NP-Match: When Neural Processes meet Semi-Supervised Learning. [pdf]

    • Jianfeng Wang, Thomas Lukasiewicz, Daniela Massiceti, Xiaolin Hu, Vladimir Pavlovic, Alexandros Neophytou. ICML 2022

2018

  • Semi-Supervised Learning on Data Streams via Temporal Label Propagation. [pdf]
    • Tal Wagner, Sudipto Guha, Shiva Kasiviswanathan, Nina Mishra. ICML 2018

2017

  • Kernelized Evolutionary Distance Metric Learning for Semi-Supervised Clustering. [pdf]
    • Wasin Kalintha, Satoshi Ono, Masayuki Numao, Ken-ichi Fukui. AAAI 2017

2016

  • Robust Semi-Supervised Learning through Label Aggregation. [pdf]

    • Yan Yan, Zhongwen Xu, Ivor W. Tsang, Guodong Long, Yi Yang. AAAI 2016
  • Semi-Supervised Dictionary Learning via Structural Sparse Preserving. [pdf]

    • Di Wang, Xiaoqin Zhang, Mingyu Fan, Xiuzi Ye. AAAI 2016

2013

  • Efficient Semi-supervised and Active Learning of Disjunctions. [pdf]
    • Nina Balcan, Christopher Berlind, Steven Ehrlich, Yingyu Liang. ICML 2013