iclr2024_conference.bib

@incollection{Bengio+chapter2007,
author = {Bengio, Yoshua and LeCun, Yann},
booktitle = {Large Scale Kernel Machines},
publisher = {MIT Press},
title = {Scaling Learning Algorithms Towards {AI}},
year = {2007}
}

@article{Hinton06,
author = {Hinton, Geoffrey E. and Osindero, Simon and Teh, Yee Whye},
journal = {Neural Computation},
pages = {1527--1554},
title = {A Fast Learning Algorithm for Deep Belief Nets},
volume = {18},
year = {2006}
}

@book{goodfellow2016deep,
title={Deep learning},
author={Goodfellow, Ian and Bengio, Yoshua and Courville, Aaron and Bengio, Yoshua},
volume={1},
year={2016},
publisher={MIT Press}
}

@misc{sign,
      title={A New Dataset and Proposed Convolutional Neural Network Architecture for Classification of American Sign Language Digits}, 
      author={Arda Mavi},
      year={2021},
      eprint={2011.08927},
      archivePrefix={arXiv},
      primaryClass={cs.CV}
}

@misc{mnist,
  author = {LeCun, Yann and Cortes, Corinna and Burges, C.J.C.},
  title = {MNIST handwritten digit database},
  year = {2010},
  url = {http://yann.lecun.com/exdb/mnist/}
}

@misc{fsdd,
  author = {Zohar Jackson},
  title = {Free Spoken Digit Dataset},
  year = {2021},
  url = {https://github.com/Jakobovski/free-spoken-digit-dataset}
}

@misc{fedmeta,
      title={Federated Meta-Learning with Fast Convergence and Efficient Communication}, 
      author={Fei Chen and Mi Luo and Zhenhua Dong and Zhenguo Li and Xiuqiang He},
      year={2019},
      eprint={1802.07876},
      archivePrefix={arXiv},
      primaryClass={cs.LG}
}

@article{multifed,
  title={Multimodal Federated Learning},
  author={Yuchen Zhao and Payam M. Barnaghi and Hamed Haddadi},
  journal={ArXiv},
  year={2021},
  volume={abs/2109.04833},
  url={https://api.semanticscholar.org/CorpusID:237485331}
}

@misc{multifed2,
      title={Multimodal Federated Learning via Contrastive Representation Ensemble}, 
      author={Qiying Yu and Yang Liu and Yimu Wang and Ke Xu and Jingjing Liu},
      year={2023},
      eprint={2302.08888},
      archivePrefix={arXiv},
      primaryClass={cs.LG}
}

@misc{metamul,
      title={Multimodal Model-Agnostic Meta-Learning via Task-Aware Modulation}, 
      author={Risto Vuorio and Shao-Hua Sun and Hexiang Hu and Joseph J. Lim},
      year={2019},
      eprint={1910.13616},
      archivePrefix={arXiv},
      primaryClass={cs.LG}
}

@misc{smil,
      title={SMIL: Multimodal Learning with Severely Missing Modality}, 
      author={Mengmeng Ma and Jian Ren and Long Zhao and Sergey Tulyakov and Cathy Wu and Xi Peng},
      year={2021},
      eprint={2103.05677},
      archivePrefix={arXiv},
      primaryClass={cs.CV}
}

@misc{maml,
      title={Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks}, 
      author={Chelsea Finn and Pieter Abbeel and Sergey Levine},
      year={2017},
      eprint={1703.03400},
      archivePrefix={arXiv},
      primaryClass={cs.LG}
}

@misc{personalized_fed,
    title={
        Personalized Federated Learning: A Meta-Learning Approach
    },
    author={Alireza Fallah and Aryan Mokhtari and Asuman Ozdaglar
    },
    year={2020},
    eprint={2002.07948},
    archivePrefix={arXiv},
    primaryClass={cs.LG}
}

@misc{fedavg,
      title={Communication-Efficient Learning of Deep Networks from Decentralized Data}, 
      author={H. Brendan McMahan and Eider Moore and Daniel Ramage and Seth Hampson and Blaise Agüera y Arcas},
      year={2023},
      eprint={1602.05629},
      archivePrefix={arXiv},
      primaryClass={cs.LG}
}