Andrew O. Arnold

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William W. CohenGoogle AIVerified email at google.com
Eleazar EskinUniversity of California, Los AngelesVerified email at cs.ucla.edu
Ramesh Maruthi NallapatiPrincipal Applied Scientist, Amazon AWS AIVerified email at amazon.com
Amr AhmedSenior Staff Research Scientist, Google AIVerified email at google.com
Eric XingPresident at Mohamed bin Zayed University of AI, Professor of Computer Science, Carnegie Mellon UVerified email at cs.cmu.edu
Luis Pedro CoelhoCentre for Microbiome Research, Queensland University of TechnologyVerified email at qut.edu.au
Robert F. MurphyProfessor of Computational Biology Emeritus, Carnegie Mellon UniversityVerified email at cmu.edu
Hang LiBytedance ResearchVerified email at bytedance.com
Tie-Yan LiuDistinguished Scientist, Microsoft Research AI4Science | IEEE Fellow | ACM Fellow | AAIA FellowVerified email at microsoft.com
Xiubo GengMicrosoftVerified email at microsoft.com
Salvatore StolfoProfessor of Computer Science, Columbia UniversityVerified email at columbia.edu
Yan LiuProfessor, Director of Machine Learning Center@USCVerified email at usc.edu
Tao QinSenior Principal Research Manager, Microsoft ResearchVerified email at microsoft.com
Hrvoje BenkoDirector, Meta Reality Labs Research, Affiliate Professor at the University of WashingtonVerified email at fb.com
Kristinn R. ThórissonProfessor, DCS Reykjavik University & Director, Icel. Inst. for Intelligent MachinesVerified email at iiim.is
Joseph BeckWorcester Polytechnic InstituteVerified email at wpi.edu
Richard ScheinesDean, Dietrich College of Humanities and Social Sciences, Carnegie Mellon UniversityVerified email at andrew.cmu.edu
Kaustav DasOSD Microsoft Verified email at microsoft.com
Jeff SchneiderCarnegie Mellon UniversityVerified email at cs.cmu.edu
Yuxin DengProfessor, East China Normal UniversityVerified email at sei.ecnu.edu.cn

Andrew O. Arnold

Chief Scientist, Delphia

Verified email at delphia.com - Homepage

machine learning quantitative trading transfer learning robust learning natural language processing


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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	1520	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	370	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	346	2007
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	208	2008
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	118	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	75	2020
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	71	2021
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	68	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	63	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	59	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	58	2004
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	54	2016
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	47	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	45	2010
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	38	2021
Applications of Data Mining in Computer Security, chapter A geometric framework for unsupervised anomaly detection: detecting intrusions in unlabeled data E Eskin, A Arnold, M Prerau, L Portnoy, S Stolfo Kluwer, 2002	37	2002
Calculating cyclotomic polynomials A Arnold, M Monagan Mathematics of Computation 80 (276), 2359-2379, 2011	36	2011
Faster sparse multivariate polynomial interpolation of straight-line programs A Arnold, M Giesbrecht, DS Roche Journal of Symbolic Computation 75, 4-24, 2016	31	2016
Output-sensitive algorithms for sumset and sparse polynomial multiplication A Arnold, DS Roche Proceedings of the 2015 ACM on International Symposium on Symbolic and …, 2015	30	2015
Information extraction as link prediction: Using curated citation networks to improve gene detection A Arnold, WW Cohen International Conference on Wireless Algorithms, Systems, and Applications …, 2009	29	2009

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