Marco Ancona

Marco Ancona

Eidgenössische Technische Hochschule ETH Zürich - Zurich / Switzerland
Engineering & Technology / Computer Science
AD Scientific Index ID: 1092770
Swiss Federal Institute of Technology ETH Zurich
person_outline Marco Ancona's MOST POPULAR ARTICLES
1-) Towards better understanding of gradient-based attribution methods for Deep Neural NetworksM Ancona, E Ceolini, C Öztireli, M GrossInternational Conference on Learning Representations (ICLR 2018), 20187392018
2-) Explaining Deep Neural Networks with a Polynomial Time Algorithm for Shapley Values ApproximationM Ancona, C Öztireli, M GrossInternational Conference on Machine Learning (ICML 2019), 20191492019
3-) Gradient-based attribution methodsM Ancona, E Ceolini, C Öztireli, M GrossExplainable AI: Interpreting, Explaining and Visualizing Deep Learning, 169-191, 2019832019
4-) Shapley value as principled metric for structured network pruningM Ancona, C Öztireli, M GrossarXiv preprint arXiv:2006.01795, 2020102020
5-) Minetime insight: Visualizing meeting habits to promote informed scheduling decisionsM Ancona, M Beyeler, M Gross, T GüntherIEEE transactions on visualization and computer graphics 27 (3), 1986-1999, 201992019