Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Sarah M. Erfani

A Deep Adversarial Model for Suffix and Remaining Time Prediction of Event Sequences


Feb 15, 2021
Farbod Taymouri, Marcello La Rosa, Sarah M. Erfani


  Access Paper or Ask Questions

Neural Architecture Search via Combinatorial Multi-Armed Bandit


Jan 01, 2021
Hanxun Huang, Xingjun Ma, Sarah M. Erfani, James Bailey

* 10 pages, 7 figures 

  Access Paper or Ask Questions

Improving Scalability of Contrast Pattern Mining for Network Traffic Using Closed Patterns


Nov 16, 2020
Elaheh AlipourChavary, Sarah M. Erfani, Christopher Leckie

* 4 pages; 3figures, 2 tables 

  Access Paper or Ask Questions

Defending Distributed Classifiers Against Data Poisoning Attacks


Aug 21, 2020
Sandamal Weerasinghe, Tansu Alpcan, Sarah M. Erfani, Christopher Leckie

* 14 pages 

  Access Paper or Ask Questions

Defending Regression Learners Against Poisoning Attacks


Aug 21, 2020
Sandamal Weerasinghe, Sarah M. Erfani, Tansu Alpcan, Christopher Leckie, Justin Kopacz

* 13 pages 

  Access Paper or Ask Questions

Dimensionality-Driven Learning with Noisy Labels


Jul 31, 2018
Xingjun Ma, Yisen Wang, Michael E. Houle, Shuo Zhou, Sarah M. Erfani, Shu-Tao Xia, Sudanthi Wijewickrema, James Bailey

* In Proceedings of the International Conference on Machine Learning (ICML), 2018 

  Access Paper or Ask Questions

Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality


Mar 14, 2018
Xingjun Ma, Bo Li, Yisen Wang, Sarah M. Erfani, Sudanthi Wijewickrema, Grant Schoenebeck, Dawn Song, Michael E. Houle, James Bailey


  Access Paper or Ask Questions

Online Cluster Validity Indices for Streaming Data


Jan 08, 2018
Masud Moshtaghi, James C. Bezdek, Sarah M. Erfani, Christopher Leckie, James Bailey


  Access Paper or Ask Questions

Toward the Starting Line: A Systems Engineering Approach to Strong AI


Oct 18, 2017
Tansu Alpcan, Sarah M. Erfani, Christopher Leckie

* 11 pages, 3 figures 

  Access Paper or Ask Questions

Fuzzy c-Shape: A new algorithm for clustering finite time series waveforms


Aug 03, 2016
Fateme Fahiman, Jame C. Bezdek, Sarah M. Erfani, Christopher Leckie, Marimuthu Palaniswami

* 12 pages, 3 figures, submitted at IEEE Transaction on Fuzzy Systems 

  Access Paper or Ask Questions