Deep learning systems as complex networks

Deep learning systems as complex networks

28 September 2018

Alberto Testolin

Michele Piccolini

Papers citing "Deep learning systems as complex networks"

12 / 12 papers shown

Title
Resolution and Relevance Trade-offs in Deep Learning Juyong Song M. Marsili Junghyo Jo 20 9 0 31 Oct 2017
Explainable Artificial Intelligence: Understanding, Visualizing and Interpreting Deep Learning Models Wojciech Samek Thomas Wiegand K. Müller XAI VLM 41 1,186 0 28 Aug 2017
Scalable Training of Artificial Neural Networks with Adaptive Sparse Connectivity inspired by Network Science Decebal Constantin Mocanu Elena Mocanu Peter Stone Phuong H. Nguyen M. Gibescu A. Liotta 50 619 0 15 Jul 2017
Biologically inspired protection of deep networks from adversarial attacks Aran Nayebi Surya Ganguli AAML 23 115 0 27 Mar 2017
Why does deep and cheap learning work so well? Henry W. Lin Max Tegmark David Rolnick 49 606 0 29 Aug 2016
European Union regulations on algorithmic decision-making and a "right to explanation" B. Goodman Seth Flaxman FaML AILaw 46 1,888 0 28 Jun 2016
The Mythos of Model Interpretability Zachary Chase Lipton FaML 37 3,672 0 10 Jun 2016
Unreasonable Effectiveness of Learning Neural Networks: From Accessible States and Robust Ensembles to Basic Algorithmic Schemes Carlo Baldassi C. Borgs J. Chayes Alessandro Ingrosso Carlo Lucibello Luca Saglietti R. Zecchina 38 166 0 20 May 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 673 192,638 0 10 Dec 2015
Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding Song Han Huizi Mao W. Dally 3DGS 121 8,793 0 01 Oct 2015
Deep Learning in Neural Networks: An Overview Jürgen Schmidhuber HAI 92 16,311 0 30 Apr 2014
Natural Language Processing (almost) from Scratch R. Collobert Jason Weston Léon Bottou Michael Karlen Koray Kavukcuoglu Pavel P. Kuksa 49 7,711 0 02 Mar 2011