Araújo A., Negrevergne B., Chevaleyre Y., Atif J. (2018), Training Compact Deep Learning Models for Video Classification Using Circulant Matrices, in Leal-Taixé Laura; Roth Stefan, Computer Vision – ECCV 2018 Workshops Munich, Germany, September 8-14, 2018, Proceedings, Part IV, Berlin Heidelberg, Springer, 271-286 p.
Pinot R., Meunier L., Araujo A., Kashima H., Yger F., Gouy-Pailler C., Atif J. (2019), Theoretical evidence for adversarial robustness through randomization, 33rd Conference on Neural Information Processing Systems (NIPS 2019), Vancouver, Canada
Araújo A., Negrevergne B., Chevaleyre Y., Atif J. (2019), On the Expressive Power of Deep Fully Circulant Neural Networks, Paris, Preprint Lamsade