Hey there's DALILA: a DictionAry LearnIng LibrAry. - Veronica Tozzo; Vanessa D'Amario; Annalisa Barla (ICCSW, 2017)

Classification of Epileptic Activity Through Temporal and Spatial Characterization of Intracranial Recordings. - Vanessa D'Amario; Gabriele Arnulfo; Lino Nobili; Annalisa Barla (CIBB, 2018)

Multi-task multiple kernel learning reveals relevant frequency bands for critical areas localization in focal epilepsy. - Vanessa D'Amario; Federico Tomasi; Veronica Tozzo; Gabriele Arnulfo; Annalisa Barla; Lino Nobili (MLHC, 2018)

Removable and/or Repeated Units Emerge in Overparametrized Deep Neural Networks. - Stephen Casper; Xavier Boix; Vanessa D'Amario; Ling Guo; Martin Schrimpf; Kasper Vinken; Gabriel Kreiman (CoRR, 2019)

Machine Learning for Understanding Focal Epilepsy. - Vanessa D'Amario (2020)

Frivolous Units: Wider Networks Are Not Really That Wide. - Stephen Casper; Xavier Boix; Vanessa D'Amario; Ling Guo; Martin Schrimpf; Kasper Vinken; Gabriel Kreiman (AAAI, 2021)

How Modular should Neural Module Networks Be for Systematic Generalization? - Vanessa D'Amario; Tomotake Sasaki; Xavier Boix (NeurIPS, 2021)

The Foes of Neural Network's Data Efficiency Among Unnecessary Input Dimensions. - Vanessa D'Amario; Sanjana Srivastava; Tomotake Sasaki; Xavier Boix (CoRR, 2021)

The Data Efficiency of Deep Learning Is Degraded by Unnecessary Input Dimensions. - Vanessa D'Amario; Sanjana Srivastava; Tomotake Sasaki; Xavier Boix (Frontiers Comput. Neurosci., 2022)

D3: Data Diversity Design for Systematic Generalization in Visual Question Answering. - Amir Rahimi; Vanessa D'Amario; Moyuru Yamada; Kentaro Takemoto; Tomotake Sasaki; Xavier Boix (Trans. Mach. Learn. Res., 2024)

Transformer Module Networks for Systematic Generalization in Visual Question Answering. - Moyuru Yamada; Vanessa D'Amario; Kentaro Takemoto; Xavier Boix; Tomotake Sasaki (IEEE Trans. Pattern Anal. Mach. Intell., 2024)