Information Theory · Computer Science
Online Deep Neural Network for Optimization in Wireless Communications
Jiabao Gao, Caijun Zhong, Geoffrey Ye Li, Zhaoyang Zhang
2022-02-08
Machine Learning · Computer Science
Efficiently Finding Adversarial Examples with DNN Preprocessing
Avriti Chauhan, Mohammad Afzal, Hrishikesh Karmarkar, Yizhak Elboher +2
2022-11-17
Machine Learning · Computer Science
Algorithms for Verifying Deep Neural Networks
Changliu Liu, Tomer Arnon, Christopher Lazarus, Christopher Strong +2
2020-12-02
Machine Learning · Computer Science
Survey on Large Scale Neural Network Training
Julia Gusak, Daria Cherniuk, Alena Shilova, Alexander Katrutsa +7
2022-02-22
Signal Processing · Electrical Eng. & Systems
Theoretical Analysis of Deep Neural Networks in Physical Layer Communication
Jun Liu, Haitao Zhao, Dongtang Ma, Kai Mei +1
2022-08-30
Machine Learning · Computer Science
Model Based and Physics Informed Deep Learning Neural Network Structures
Ali Mohammad-Djafari, Ning Chu, Li Wang, Caifang Cai +1
2024-08-15
Applied Physics · Physics
Training of Physical Neural Networks
Ali Momeni, Babak Rahmani, Benjamin Scellier, Logan G. Wright +24
2024-06-06
Machine Learning · Computer Science
Deep physical neural networks enabled by a backpropagation algorithm for arbitrary physical systems
Logan G. Wright, Tatsuhiro Onodera, Martin M. Stein, Tianyu Wang +3
2022-01-31
Machine Learning · Computer Science
A Unified Framework for Training Neural Networks
Hadi Ghauch, Hossein Shokri-Ghadikolaei, Carlo Fischione, Mikael Skoglund
2018-05-24
Neural and Evolutionary Computing · Computer Science
Evaluating Deep Neural Networks in Deployment (A Comparative and Replicability Study)
Eduard Pinconschi, Divya Gopinath, Rui Abreu, Corina S. Pasareanu
2024-07-30
Machine Learning · Computer Science
Designing Interpretable Approximations to Deep Reinforcement Learning
Nathan Dahlin, Krishna Chaitanya Kalagarla, Nikhil Naik, Rahul Jain +1
2021-06-22
Machine Learning · Computer Science
TRADI: Tracking deep neural network weight distributions for uncertainty estimation
Gianni Franchi, Andrei Bursuc, Emanuel Aldea, Severine Dubuisson +1
2021-03-26
Machine Learning · Computer Science
Deep Neural Networks as Complex Networks
Emanuele La Malfa, Gabriele La Malfa, Claudio Caprioli, Giuseppe Nicosia +1
2022-09-14