Elliptical modeling and pattern analysis for perturbation models and classfication
Authors: Shan Suthaharan, Weining Shen | Published: 2017-10-22
A Novel Stochastic Stratified Average Gradient Method: Convergence Rate and Its Complexity
Authors: Aixiang Chen, Bingchuan Chen, Xiaolong Chai, Rui Bian, Hengguang Li | Published: 2017-10-21 | Updated: 2017-12-03
Solving the “false positives” problem in fraud prediction
Authors: Roy Wedge, James Max Kanter, Santiago Moral Rubio, Sergio Iglesias Perez, Kalyan Veeramachaneni | Published: 2017-10-20
Learning Differentially Private Recurrent Language Models
Authors: H. Brendan McMahan, Daniel Ramage, Kunal Talwar, Li Zhang | Published: 2017-10-18 | Updated: 2018-02-24
Boosting Adversarial Attacks with Momentum
Authors: Yinpeng Dong, Fangzhou Liao, Tianyu Pang, Hang Su, Jun Zhu, Xiaolin Hu, Jianguo Li | Published: 2017-10-17 | Updated: 2018-03-22
Data-Driven and Deep Learning Methodology for Deceptive Advertising and Phone Scams Detection
Authors: TonTon Hsien-De Huang, Chia-Mu Yu, Hung-Yu Kao | Published: 2017-10-15
Robust Decentralized Learning Using ADMM with Unreliable Agents
Authors: Qunwei Li, Bhavya Kailkhura, Ryan Goldhahn, Priyadip Ray, Pramod K. Varshney | Published: 2017-10-14 | Updated: 2018-05-21
Differentially Private Query Learning: from Data Publishing to Model Publishing
Authors: Tianqing Zhu, Ping Xiong, Gang Li, Wanlei Zhou, Philip S. Yu | Published: 2017-10-13
Performance Comparison of Intrusion Detection Systems and Application of Machine Learning to Snort System
Authors: Syed Ali Raza Shah, Biju Issac | Published: 2017-10-13 | Updated: 2017-11-07
Bayesian Hypernetworks
Authors: David Krueger, Chin-Wei Huang, Riashat Islam, Ryan Turner, Alexandre Lacoste, Aaron Courville | Published: 2017-10-13 | Updated: 2018-04-24