Marta Arias

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Roni KhardonProfessor of Computer Science, Indiana University, BloomingtonVerified email at iu.edu
Ramon Ferrer i CanchoUniversitat Politecnica de CatalunyaVerified email at cs.upc.edu
Jose L. BalcazarProfessor, Computer Science, Universitat Politècnica de CatalunyaVerified email at upc.edu
Gail KaiserProfessor of Computer Science, Columbia UniversityVerified email at columbia.edu
Lenore J. CowenProfessor of Computer Science, Tufts UniversityVerified email at cs.tufts.edu
Ricard GavaldàUniversitat Politècnica de Catalunya + Amalfi AnalyticsVerified email at cs.upc.edu
Phil Grossformer PhD candidate, Columbia University, currently at GoogleVerified email at cs.columbia.edu
Albert BoulangerSenior Data Architect, Department of Neurology, Columbia UniversityVerified email at ldeo.columbia.edu
Philip LongGoogleVerified email at google.com
Rajmohan RajaramanProfessor of Computer Science, Northeastern UniversityVerified email at ccs.neu.edu
Joan Capdevila PujolUniversitat Politècnica de CatalunyaVerified email at ac.upc.edu
Chris H WigginsAssociate Professor, Columbia UniversityVerified email at columbia.edu
Steve LianoglouGenomic Data Scientist at largeVerified email at aratus.bio
José C. RiquelmeUniversidad de SevillaVerified email at us.es
Anshul KundajeAssociate Professor, Dept. of Genetics, Dept. of Computer Science, Stanford UniversityVerified email at stanford.edu
Christina LeslieMemorial Sloan-Kettering Cancer CenterVerified email at cbio.mskcc.org
Cristina TirnaucaLecturer, Universidad de CantabriaVerified email at unican.es
Josep L. Larriba-PeyUniversitat Politècnica de CatalunyaVerified email at ac.upc.edu
Antti UkkonenSpeechly & University of HelsinkiVerified email at helsinki.fi
Adrià RecasensResearch Scientist, DeepMindVerified email at google.com

Marta Arias

Associate Professor, Universitat Politècnica de Catalunya

Verified email at lsi.upc.edu - Homepage

Artificial Intelligence Algorithms


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Forecasting with twitter data M Arias, A Arratia, R Xuriguera ACM Transactions on Intelligent Systems and Technology (TIST) 5 (1), 1-24, 2014	278	2014
A deep-reinforcement learning approach for software-defined networking routing optimization G Stampa, M Arias, D Sánchez-Charles, V Muntés-Mulero, A Cabellos arXiv preprint arXiv:1709.07080, 2017	208	2017
Predicting electricity distribution feeder failures using machine learning susceptibility analysis P Gross, A Boulanger, M Arias, DL Waltz, PM Long, C Lawson, ...	88	2006
An approach to software testing of machine learning applications C Murphy, GE Kaiser, M Arias	87	2007
Compact routing with name independence M Arias, LJ Cowen, KA Laing, R Rajaraman, O Taka Proceedings of the fifteenth annual ACM symposium on Parallel algorithms and …, 2003	81	2003
GeoSRS: A hybrid social recommender system for geolocated data J Capdevila, M Arias, A Arratia Information Systems 57, 111-128, 2016	64	2016
Real-time ranking with concept drift using expert advice H Becker, M Arias Proceedings of the 13th ACM SIGKDD international conference on Knowledge …, 2007	44	2007
System and method for grading electricity distribution network feeders susceptible to impending failure RN Anderson, A Boulanger, DL Waltz, P Long, M Arias, P Gross, H Becker, ... US Patent 7,945,524, 2011	42	2011
Learning Horn Expressions with LOGAN-H. M Arias, R Khardon, J Maloberti Journal of Machine Learning Research 8 (3), 2007	38	2007
Construction and learnability of canonical Horn formulas M Arias, JL Balcázar Machine Learning 85 (3), 273-297, 2011	34	2011
Challenging the generalization capabilities of graph neural networks for network modeling J Suárez-Varela, S Carol-Bosch, K Rusek, P Almasan, M Arias, ... Proceedings of the ACM SIGCOMM 2019 Conference Posters and Demos, 114-115, 2019	32	2019
Learning closed Horn expressions M Arias, R Khardon Information and Computation 178 (1), 214-240, 2002	31	2002
Identifiability and transportability in dynamic causal networks G Blondel, M Arias, R Gavaldà International journal of data science and analytics 3 (2), 131-147, 2017	24	2017
Parameterizing random test data according to equivalence classes C Murphy, G Kaiser, M Arias Proceedings of the 2nd international workshop on Random testing: co-located …, 2007	22	2007
Learning regulatory programs that accurately predict differential expression with MEDUSA A Kundaje, S Lianoglou, X Li, D Quigley, M Arias, CH Wiggins, L Zhang, ... Annals of the New York Academy of Sciences 1115 (1), 178-202, 2007	19	2007
Introduction to Network Dynamics M Arias, R Ferrer-i-Cancho, A Arratia	17	2020
Canonical Horn representations and query learning M Arias, JL Balcázar International Conference on Algorithmic Learning Theory, 156-170, 2009	15	2009
From training to match performance: a predictive and explanatory study on novel tracking data J Fernández, D Medina, A Gómez, M Arias, R Gavalda 2016 IEEE 16th International Conference on Data Mining Workshops (ICDMW …, 2016	13	2016
A multi-scale smoothing kernel for measuring time-series similarity A Troncoso, M Arias, JC Riquelme Neurocomputing 167, 8-17, 2015	13	2015
Learning definite Horn formulas from closure queries M Arias, JL Balcázar, C Tîrnăucă Theoretical Computer Science 658, 346-356, 2017	10	2017

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