Andrew O. Arnold

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Ramesh Maruthi NallapatiPrincipal Applied Scientist, Amazon AWS AIDirección de correo verificada de amazon.com
William W. CohenCMU and Google DeepMindDirección de correo verificada de google.com
Eleazar EskinUniversity of California, Los AngelesDirección de correo verificada de cs.ucla.edu
Amr AhmedSenior Staff Research Scientist, Google AIDirección de correo verificada de google.com
Eric XingPresident at Mohamed bin Zayed University of AI, Professor of Computer Science, Carnegie Mellon UDirección de correo verificada de cs.cmu.edu
Luis Pedro CoelhoCentre for Microbiome Research, Queensland University of TechnologyDirección de correo verificada de qut.edu.au
Robert F. MurphyProfessor of Computational Biology Emeritus, Carnegie Mellon UniversityDirección de correo verificada de cmu.edu
Salvatore StolfoProfessor of Computer Science, Columbia UniversityDirección de correo verificada de columbia.edu
Hang LiBytedance ResearchDirección de correo verificada de bytedance.com
Tie-Yan LiuPresident, Zhongguancun Academy | IEEE Fellow | ACM Fellow | AAIA FellowDirección de correo verificada de bjzgca.edu.cn
Xiubo GengMicrosoftDirección de correo verificada de microsoft.com
Yan LiuProfessor, Director of Machine Learning Center@USCDirección de correo verificada de usc.edu
Tao QinPartner Research Manager, Microsoft ResearchDirección de correo verificada de microsoft.com
Hrvoje BenkoDirector, Meta Reality Labs Research, Affiliate Professor at the University of WashingtonDirección de correo verificada de meta.com
Kristinn R. ThórissonProfessor, Dept. Comp. Sci., Reykjavik University & Director, Icel. Inst. for Intelligent MachinesDirección de correo verificada de iiim.is
Joseph BeckWorcester Polytechnic InstituteDirección de correo verificada de wpi.edu
Richard ScheinesDean, Dietrich College of Humanities and Social Sciences, Carnegie Mellon UniversityDirección de correo verificada de andrew.cmu.edu
Kaustav DasOSD Microsoft Dirección de correo verificada de microsoft.com
Jeff SchneiderCarnegie Mellon UniversityDirección de correo verificada de cs.cmu.edu
Yuxin DengProfessor, East China Normal UniversityDirección de correo verificada de sei.ecnu.edu.cn

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Andrew O. Arnold

Principal Machine Learning Engineer, Shopify

Dirección de correo verificada de shopify.com - Página principal

machine learning quantitative trading transfer learning robust learning natural language


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
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	1602	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	407	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	382	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	231	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	216	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	121	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	121	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	107	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	99	2021
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	66	2016
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, 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	58	2021
Knowledge enhanced pretrained language models: A compreshensive survey X Wei, S Wang, D Zhang, P Bhatia, A Arnold arXiv preprint arXiv:2110.08455, 2021	52	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
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	46	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	44	2022
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	43	2022
Calculating cyclotomic polynomials A Arnold, M Monagan Mathematics of Computation 80 (276), 2359-2379, 2011	43	2011

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