Kernel-based Translations of Convolutional Networks. - Corinne Jones; Vincent Roulet; Zaïd Harchaoui (CoRR, 2019)

End-to-end Learning, with or without Labels. - Corinne Jones; Vincent Roulet; Zaïd Harchaoui (CoRR, 2019)

End-to-End Learning for Retrospective Change-Point Estimation. - Corinne Jones; Zaïd Harchaoui (MLSP, 2020)

The view from somewhere Critically reflexive recruitment heuristics for big data. - Corinne Jones (First Monday, 2022)

Discriminative clustering with representation learning with any ratio of labeled to unlabeled data. - Corinne Jones; Vincent Roulet; Zaïd Harchaoui (Stat. Comput., 2022)

Representations and Privacy: Methodological Questions for Social Media Data. - Corinne Jones (SIGDOC, 2023)

Revisiting Convolutional Neural Networks from the Viewpoint of Kernel-Based Methods. - Corinne Jones; Vincent Roulet; Zaïd Harchaoui (J. Comput. Graph. Stat., 2023)