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Andrew O. Arnold
Andrew O. Arnold
Senior Science Manager, Amazon AWS AI Labs
Verified email at amazon.com - Homepage
Title
Cited by
Cited by
Year
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
14192002
Temporal causal modeling with graphical granger methods
A Arnold, Y Liu, N Abe
Proceedings of the 13th ACM SIGKDD international conference on Knowledge …, 2007
3242007
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
3202007
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
2002008
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
572013
Exploiting feature hierarchy for transfer learning in named entity recognition
A Arnold, R Nallapati, W Cohen
Proceedings of ACL-08: HLT, 245-253, 2008
572008
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
572004
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
432016
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
422010
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
362020
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
342002
Faster sparse multivariate polynomial interpolation of straight-line programs
A Arnold, M Giesbrecht, DS Roche
Journal of Symbolic Computation 75, 4-24, 2016
312016
Calculating cyclotomic polynomials
A Arnold, M Monagan
Mathematics of Computation 80 (276), 2359-2379, 2011
312011
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
272021
Multivariate sparse interpolation using randomized Kronecker substitutions
A Arnold, DS Roche
Proceedings of the 39th International Symposium on Symbolic and Algebraic …, 2014
262014
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
252015
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
252009
Time and attention: Students, sessions, and tasks
A Arnold, R Scheines, JE Back, B Jerome
232005
Faster sparse interpolation of straight-line programs
A Arnold, M Giesbrecht, DS Roche
International Workshop on Computer Algebra in Scientific Computing, 61-74, 2013
222013
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
212014
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