1.7k citations · 1.8k across the 76 of their papers we have counts for
Showing 2020 · cs.LGShow all
3 papers · 2 filters
cs.LG2020
Analyzing Representations inside Convolutional Neural Networks
Uday Singh Saini, Evangelos E. Papalexakis
How can we discover and succinctly summarize the concepts that a neural network has learned? Such a task is of great importance in applications of networks in areas of inference th…
cs.LG2020★ 1 cited
Ensemble Node Embeddings using Tensor Decomposition: A Case-Study on DeepWalk
Jia Chen, Evangelos E. Papalexakis
Node embeddings have been attracting increasing attention during the past years. In this context, we propose a new ensemble node embedding approach, called TenSemble2Vec, by first…
cs.LG2020★ 2 cited
TensorShield: Tensor-based Defense Against Adversarial Attacks on Images
Negin Entezari, Evangelos E. Papalexakis
Recent studies have demonstrated that machine learning approaches like deep neural networks (DNNs) are easily fooled by adversarial attacks. Subtle and imperceptible perturbations…