Sarah M. Erfani

Citado por

	Total	Desde 2018
Citas	4218	4093
Índice h	26	25
Índice i10	51	48

1100

550

275

825

2016201720182019202020212022202333 76 227 423 595 832 1096 916

Acceso público

Ver todo

27 artículos

3 artículos

disponibles

no disponibles

Basado en requisitos de financiación

Coautores

Christopher LeckieProfessor, Computing and Information Systems, The University of MelbourneDirección de correo verificada de unimelb.edu.au
James BaileyProfessor, School of Computing and Information Systems, University of MelbourneDirección de correo verificada de unimelb.edu.au
Sutharshan RajasegararSchool of Information Technology, Deakin UniversityDirección de correo verificada de unimelb.edu.au
Xingjun MaAssociate Professor, School of Computer Science, Fudan UniversityDirección de correo verificada de unimelb.edu.au
Shanika KarunasekeraProfessor, School of Computing and Information Systems, University of MelbourneDirección de correo verificada de unimelb.edu.au
Yisen WangAssistant Professor, Peking UniversityDirección de correo verificada de pku.edu.cn
Michael E. HoulePrincipal Fellow, School of Computing and Information Systems, University of MelbourneDirección de correo verificada de unimelb.edu.au
Tansu AlpcanProfessor, Dept. of EEE, the University of MelbourneDirección de correo verificada de unimelb.edu.au
Hanxun HuangThe University of MelbourneDirección de correo verificada de student.unimelb.edu.au
James C. BezdekUniversity of Melbourne, Computer and Information SystemsDirección de correo verificada de unimelb.edu.au
Benjamin I. P. RubinsteinProfessor, School of Computing and Information Systems, The University of MelbourneDirección de correo verificada de unimelb.edu.au
Vinh NguyenDeep Learning @NVIDIADirección de correo verificada de nvidia.com
Sandamal WeerasingheResearch Fellow, School of Computing and Information Systems, The University of MelbourneDirección de correo verificada de unimelb.edu.au
M. PalaniswamiProfessor of Electrical EngineeringDirección de correo verificada de unimelb.edu.au
Hadi Mohaghegh DolatabadiSchool of Computing and Information Systems, The University of MelbourneDirección de correo verificada de unimelb.edu.au
Mahsa BaktashmotlaghARC Future Fellow and Senior Lecturer at the University of QueenslandDirección de correo verificada de uq.edu.au
Yixin SuThe University of MelbourneDirección de correo verificada de student.unimelb.edu.au
Masud MoshtaghiAmazonDirección de correo verificada de amazon.com
Bo LiUniversity of Illinois at Urbana–ChampaignDirección de correo verificada de illinois.edu
Dawn SongProfessor of Computer Science, UC BerkeleyDirección de correo verificada de cs.berkeley.edu

Seguir

Sarah M. Erfani

Associate Professor and DECRA Fellow, Computing and Information Systems, University of Melbourne

Dirección de correo verificada de unimelb.edu.au - Página principal

Machine Learning AI Safety Large-scale Data Mining Cyber Security Data Privacy


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
High-dimensional and large-scale anomaly detection using a linear one-class SVM with deep learning SM Erfani, S Rajasegarar, S Karunasekera, C Leckie Pattern Recognition 58, 121-134, 2016	1091	2016
Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality X Ma, B Li, Y Wang, SM Erfani, S Wijewickrema, ME Houle, ... International Conference on Learning Representations (ICLR), 2018	686	2018
Dimensionality-Driven Learning with Noisy Labels X Ma, Y Wang, ME Houle, S Zhou, SM Erfani, ST Xia, S Wijewickrema, ... The 36th International Conference on Machine Learning (ICML), 2018	365	2018
Normalized Loss Functions for Deep Learning with Noisy Labels X Ma, H Huang, Y Wang, S Romano, S Erfani, J Bailey International Conference on Machine Learning (ICML), 2020	292	2020
Alpha-IoU: A Family of Power Intersection over Union Losses for Bounding Box Regression J He, SM Erfani, X Ma, J Bailey, Y Chi, H Xian-Sheng Conference on Neural Information Processing Systems (NeurIPS), 2021	142	2021
Predictive Business Process Monitoring via Generative Adversarial Nets: The Case of Next Event Prediction F Taymouri, M La Rosa, S Erfani, ZD Bozorgi, I Verenich International Conference on Business Process Management (BPM), 2020	88	2020
Improving Load Forecasting Based on Deep Learning and K-shape Clustering F Fahiman, SM Erfani, S Rajasegarar, M Palaniswami, C Leckie International Joint Conference on Neural Networks (IJCNN), 2017	88	2017
Unlearnable Examples: Making Personal Data Unexploitable H Huang, X Ma, S Erfani, J Bailey, Y Wang International Conference on Learning Representations (ICLR), 2021	79	2021
Reinforcement learning for autonomous defence in software-defined networking Y Han, BIP Rubinstein, T Abraham, T Alpcan, O De Vel, S Erfani, ... International Conference on Decision and Game Theory for Security (GameSec …, 2018	76	2018
Ensemble Fuzzy Clustering using Cumulative Aggregation on Random Projections P Rathore, JC Bezdek, SM Erfani, S Rajasegarar, M Palaniswami IEEE Transactions on Fuzzy Systems (TFS), 2017	69	2017
The Vulnerability of Learning to Adversarial Perturbation Increases with Intrinsic Dimensionality L Amsaleg, J Bailey, D Barbe, S Erfani, M Houle, V Nguyen, ... IEEE International Workshop on Information Forensics and Security (WIFS), 2017	68	2017
Exploring Architectural Ingredients of Adversarially Robust Deep Neural Networks H Huang, Y Wang, SM Erfani, Q Gu, J Bailey, X Ma Conference on Neural Information Processing Systems (NeurIPS), 2021	64	2021
Efficient Unsupervised Parameter Estimation for One-Class Support Vector Machines Z Ghafoori, S Erfani, S Rajasegarar, J Bezdek, S Karunasekera, C Leckie IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2018	56	2018
Detecting Relevant Feature Interactions for Recommender Systems via Graph Neural Networks Y Su, R Zhang, S Erfani, Z Xu Association for the Advancement of Artificial Intelligence (AAAI), 2020	53*	2020
Robust Domain Generalisation by Enforcing Distribution Invariance SM Erfani, M Baktashmotlaghy, M Moshtaghi, V Nguyen, C Leckie, ... International Joint Conference on Artificial Intelligence (IJCAI), 2016	45	2016
R1SVM: a randomised nonlinear approach to large-scale anomaly detection S Erfani, M Baktashmotlagh, S Rajasegarar, S Karunasekera, C Leckie Association for the Advancement of Artificial Intelligence (AAAI), 2015	44	2015
GraphDialog: Integrating Graph Knowledge into End-to-End Task-Oriented Dialogue Systems S Yang, R Zhang, S Erfani Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020	42	2020
Invertible Generative Modeling using Linear Rational Splines HM Dolatabadi, S Erfani, C Leckie International Conference on Artificial Intelligence and Statistics (AISTATS), 2020	37	2020
AdvFlow: Inconspicuous Black-box Adversarial Attacks using Normalizing Flows HM Dolatabadi, S Erfani, C Leckie Conference on Neural Information Processing Systems (NeurIPS), 2020	34*	2020
Neural Graph Matching based Collaborative Filtering Y Su, R Zhang, S Erfani, J Gan ACM SIGIR Conference on Research and Development in Information Retrieval …, 2021	32	2021

El sistema no puede realizar la operación en estos momentos. Inténtalo de nuevo más tarde.

Artículos 1–20

Citas por año

Citas duplicadas

Citas combinadas

Añadir coautoresCoautores

Seguir

Citado por

Coautores