Mathieu Roget, Giuseppe Di Molfetta, Hachem Kadri. Quantum perceptron revisited: computational-statistical tradeoffs. Proceedings of the Thirty-Eigth Conference on Uncertainty in Artificial Intelligence, UAI-22, 2022.

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@inproceedings{roget2022quantum,
  title={Quantum perceptron revisited: computational-statistical tradeoffs},
  author={Roget, Mathieu and Di Molfetta, Giuseppe and Kadri, Hachem},
  booktitle={Proceedings of the Thirty-Eigth Conference on Uncertainty in Artificial Intelligence, UAI-22},
  year={2022}
}

Riikka Huusari, Hachem Kadri. Entangled kernels -- beyond separability. Journal of Machine Learning Research (JMLR): 1-40, 2021.

[BibTeX] [Download PDF] 
@article{huusari2021entangled,
  title={Entangled kernels -- beyond separability},
  author={Huusari, Riikka and Kadri, Hachem },
  journal={Journal of Machine Learning Research (JMLR)},
  year={2021},
  pages={1--40}
}

Balthazar Casalé, Giuseppe Di Molfetta, Hachem Kadri, Liva Ralaivola. Quantum bandits. Quantum Machine Intelligence, 2: 1-7, 2020.

[BibTeX] [Download PDF] 
@article{casalé2020quantum,
  title={Quantum bandits},
  author={Casalé, Balthazar and Di Molfetta, Giuseppe and Kadri, Hachem and Ralaivola, Liva},
  journal={Quantum Machine Intelligence},
  year={2020},
  volume={2},
  pages={1--7}
}

Hachem Kadri, Stéphane Ayache, Riikka Huusari, Alain Rakotomamonjy, Liva Ralaivola. Partial trace regression and low-rank Kraus decomposition. Proceedings of the Thirty-Seventh International Conference on Machine Learning, ICML-20, 2020.

[BibTeX] [Download PDF] [Download Code] 
@inproceedings{kadri2020partial,
  title={Partial trace regression and low-rank Kraus decomposition},
  author={Kadri, Hachem and Ayache, Stéphane and Huusari, Riikka and Rakotomamonjy, Alain and Ralaivola, Liva},
  booktitle={Proceedings of the Thirty-Seventh International Conference on Machine Learning, ICML-20},
  year={2020}
}

Riikka Huusari, Hachem Kadri. Entangled kernels. Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, IJCAI-19, 2019.

[BibTeX] [Download PDF] 
@inproceedings{huusari2019entangled,
  title={Entangled kernels},
  author={Huusari, Riikka and Kadri, Hachem},
  booktitle={Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, IJCAI-19},
  year={2019}
}