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 CoelhoISTBI, Fudan UniversityVerified email at fudan.edu.cn
Robert F. MurphyProfessor of Computational Biology Emeritus, Carnegie Mellon UniversityVerified email at cmu.edu
Hang LiAI Lab, Bytedance TechnologyVerified email at bytedance.com
Tie-Yan LiuDistinguished Scientist, Microsoft | Assistant Managing Director, MSRA | IEEE Fellow | ACM FellowVerified email at microsoft.com
Xiubo GengMicrosoftVerified email at microsoft.com
Salvatore StolfoProfessor of Computer Science, Columbia UniversityVerified email at columbia.edu
Yan LiuProfessor, Computer ScienceVerified email at usc.edu
Tao QinSenior Principal Research Manager, Microsoft Research AsiaVerified email at microsoft.com
Hrvoje BenkoDirector, Meta Reality Labs ResearchVerified 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

Senior Science Manager, Amazon AWS AI Labs

Verified email at amazon.com - Homepage

machine learning quantitative trading transfer learning robust learning natural language processing


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A geometric framework for unsupervised anomaly detection E Eskin, A Arnold, M Prerau, L Portnoy, S Stolfo Applications of data mining in computer security, 77-101, 2002	1419	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	324	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	320	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	200	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	57	2013
Exploiting feature hierarchy for transfer learning in named entity recognition A Arnold, R Nallapati, W Cohen Proceedings of ACL-08: HLT, 245-253, 2008	57	2008
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	57	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	43	2016
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, 23-32, 2010	42	2010
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	36	2020
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	34	2002
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
Calculating cyclotomic polynomials A Arnold, M Monagan Mathematics of Computation 80 (276), 2359-2379, 2011	31	2011
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	27	2021
Multivariate sparse interpolation using randomized Kronecker substitutions A Arnold, DS Roche Proceedings of the 39th International Symposium on Symbolic and Algebraic …, 2014	26	2014
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	25	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	25	2009
Time and attention: Students, sessions, and tasks A Arnold, R Scheines, JE Back, B Jerome	23	2005
Faster sparse interpolation of straight-line programs A Arnold, M Giesbrecht, DS Roche International Workshop on Computer Algebra in Scientific Computing, 61-74, 2013	22	2013
Sparse interpolation over finite fields via low-order roots of unity A Arnold, M Giesbrecht, DS Roche Proceedings of the 39th International Symposium on Symbolic and Algebraic …, 2014	21	2014

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