Andrew O. Arnold

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	总计	2019 年至今
引用	4395	2168
h 指数	26	23
i10 指数	43	33

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Ramesh Maruthi NallapatiPrincipal Applied Scientist, Amazon AWS AI在 amazon.com 的电子邮件经过验证
William W. CohenCMU and Google DeepMind在 google.com 的电子邮件经过验证
Eleazar EskinUniversity of California, Los Angeles在 cs.ucla.edu 的电子邮件经过验证
Amr AhmedSenior Staff Research Scientist, Google AI在 google.com 的电子邮件经过验证
Eric XingPresident at Mohamed bin Zayed University of AI, Professor of Computer Science, Carnegie Mellon U在 cs.cmu.edu 的电子邮件经过验证
Luis Pedro CoelhoCentre for Microbiome Research, Queensland University of Technology在 qut.edu.au 的电子邮件经过验证
Robert F. MurphyProfessor of Computational Biology Emeritus, Carnegie Mellon University在 cmu.edu 的电子邮件经过验证
Salvatore StolfoProfessor of Computer Science, Columbia University在 columbia.edu 的电子邮件经过验证
Hang LiBytedance Research在 bytedance.com 的电子邮件经过验证
Tie-Yan LiuDistinguished Scientist, Microsoft Research AI4Science | IEEE Fellow | ACM Fellow | AAIA Fellow在 microsoft.com 的电子邮件经过验证
Xiubo GengMicrosoft在 microsoft.com 的电子邮件经过验证
Yan LiuProfessor, Director of Machine Learning Center@USC在 usc.edu 的电子邮件经过验证
Tao QinPartner Research Manager, Microsoft Research在 microsoft.com 的电子邮件经过验证
Hrvoje BenkoDirector, Meta Reality Labs Research, Affiliate Professor at the University of Washington在 meta.com 的电子邮件经过验证
Kristinn R. ThórissonProfessor, Dept. Comp. Sci., Reykjavik University & Director, Icel. Inst. for Intelligent Machines在 iiim.is 的电子邮件经过验证
Joseph BeckWorcester Polytechnic Institute在 wpi.edu 的电子邮件经过验证
Richard ScheinesDean, Dietrich College of Humanities and Social Sciences, Carnegie Mellon University在 andrew.cmu.edu 的电子邮件经过验证
Kaustav DasOSD Microsoft 在 microsoft.com 的电子邮件经过验证
Jeff SchneiderCarnegie Mellon University在 cs.cmu.edu 的电子邮件经过验证
Yuxin DengProfessor, East China Normal University在 sei.ecnu.edu.cn 的电子邮件经过验证

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Andrew O. Arnold

Principal Machine Learning Engineer, Shopify

在 shopify.com 的电子邮件经过验证 - 首页

machine learning quantitative trading transfer learning robust learning natural language


标题按引用次数排序按年份排序按标题排序	引用次数引用次数	年份
A geometric framework for unsupervised anomaly detection: Detecting intrusions in unlabeled data E Eskin, A Arnold, M Prerau, L Portnoy, S Stolfo Applications of data mining in computer security, 77-101, 2002	1592	2002
Temporal causal modeling with graphical granger methods A Arnold, Y Liu, N Abe Proceedings of the 13th ACM SIGKDD international conference on Knowledge …, 2007	400	2007
A comparative study of methods for transductive transfer learning A Arnold, R Nallapati, WW Cohen Seventh IEEE international conference on data mining workshops (ICDMW 2007 …, 2007	377	2007
Supporting Clustering with Contrastive Learning D Zhang, F Nan, X Wei, SW Li, H Zhu, K McKeown, R Nallapati, ... North American Chapter of the Association for Computational Linguistics (NAACL),, 2021	221	2021
Query dependent ranking using k-nearest neighbor X Geng, TY Liu, T Qin, A Arnold, H Li, HY Shum Proceedings of the 31st annual international ACM SIGIR conference on …, 2008	215	2008
Lifelong pretraining: Continually adapting language models to emerging corpora X Jin, D Zhang, H Zhu, W Xiao, SW Li, X Wei, A Arnold, X Ren arXiv preprint arXiv:2110.08534, 2021	119	2021
Mixed-Curvature Multi-Relational Graph Neural Network for Knowledge Graph Completion S Wang, X Wei, CN dos Santos, Z Wang, R Nallapati, A Arnold, B Xiang, ... The Web Conference (WWW), 2021	114	2021
Faithful Embeddings for Knowledge Base Queries H Sun, AO Arnold, T Bedrax-Weiss, F Pereira, WW Cohen Advances in Neural Information Processing Systems (NeurIPS) 33, 2020	102	2020
Improving Factual Consistency of Abstractive Summarization via Question Answering F Nan, C Nogueira dos Santos, H Zhu, P Ng, K McKeown, R Nallapati, ... Association for Computational Linguistics (ACL), 2021	97	2021
Exploiting feature hierarchy for transfer learning in named entity recognition A Arnold, R Nallapati, W Cohen Proceedings of ACL-08: HLT, 245-253, 2008	65	2008
Methods of unsupervised anomaly detection using a geometric framework E Eskin, A Arnold, M Prerau, L Portnoy, SJ Stolfo US Patent 9,306,966, 2016	64	2016
Methods of unsupervised anomaly detection using a geometric framework E Eskin, AO Arnold, M Prerau, L Portnoy, SJ Stolfo US Patent 8,544,087, 2013	61	2013
Constructionist design methodology for interactive intelligences KR Thórisson, H Benko, D Abramov, A Arnold, S Maskey, A Vaseekaran AI Magazine 25 (4), 77-77, 2004	61	2004
Pairwise supervised contrastive learning of sentence representations D Zhang, SW Li, W Xiao, H Zhu, R Nallapati, AO Arnold, B Xiang arXiv preprint arXiv:2109.05424, 2021	56	2021
Structured literature image finder: extracting information from text and images in biomedical literature LP Coelho, A Ahmed, A Arnold, J Kangas, AS Sheikh, EP Xing, ... Linking Literature, Information, and Knowledge for Biology: Workshop of the …, 2010	51	2010
Knowledge enhanced pretrained language models: A compreshensive survey X Wei, S Wang, D Zhang, P Bhatia, A Arnold arXiv preprint arXiv:2110.08455, 2021	48	2021
Self-supervised speaker verification with simple siamese network and self-supervised regularization M Sang, H Li, F Liu, AO Arnold, L Wan ICASSP 2022-2022 IEEE international conference on acoustics, speech and …, 2022	44	2022
Calculating cyclotomic polynomials A Arnold, M Monagan Mathematics of Computation 80 (276), 2359-2379, 2011	43	2011
DQ-BART: Efficient sequence-to-sequence model via joint distillation and quantization Z Li, Z Wang, M Tan, R Nallapati, P Bhatia, A Arnold, B Xiang, D Roth arXiv preprint arXiv:2203.11239, 2022	42	2022
Qaner: Prompting question answering models for few-shot named entity recognition AT Liu, W Xiao, H Zhu, D Zhang, SW Li, A Arnold arXiv preprint arXiv:2203.01543, 2022	40	2022

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