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Jorge Silva
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Compressive sensing on manifolds using a nonparametric mixture of factor analyzers: Algorithm and performance bounds
M Chen, J Silva, J Paisley, C Wang, D Dunson, L Carin
IEEE Transactions on Signal Processing 58 (12), 6140-6155, 2010
1962010
Sequential anomaly detection in the presence of noise and limited feedback
M Raginsky, RM Willett, C Horn, J Silva, RF Marcia
IEEE Transactions on Information Theory 58 (8), 5544-5562, 2012
1102012
Selecting landmark points for sparse manifold learning
J Silva, J Marques, J Lemos
Advances in neural information processing systems 18, 2005
802005
Attendlight: Universal attention-based reinforcement learning model for traffic signal control
A Oroojlooy, M Nazari, D Hajinezhad, J Silva
Advances in Neural Information Processing Systems 33, 4079-4090, 2020
582020
Hypergraph-based anomaly detection of high-dimensional co-occurrences
J Silva, R Willett
IEEE transactions on pattern analysis and machine intelligence 31 (3), 563-569, 2008
582008
Active learning for online bayesian matrix factorization
J Silva, L Carin
Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012
422012
An overview of machine learning with SAS® enterprise miner™
P Hall, J Dean, IK Kabul, J Silva
SAS Institute Inc 2, 2014
362014
Compressive particle filtering for target tracking
E Wang, J Silva, L Carin
2009 IEEE/SP 15th Workshop on Statistical Signal Processing, 233-236, 2009
322009
Online robust principal component analysis with change point detection
W Xiao, X Huang, F He, J Silva, S Emrani, A Chaudhuri
IEEE Transactions on Multimedia 22 (1), 59-68, 2019
312019
Joint analysis of time-evolving binary matrices and associated documents
E Wang, D Liu, J Silva, L Carin, D Dunson
Advances in Neural Information Processing Systems 23, 2010
312010
Computerized cluster analysis framework for decorrelated cluster identification in datasets
P Hall, IK Kabul, JL Dean, R Abbey, S Haller, J Silva
US Patent 9,202,178, 2015
302015
Blind compressed sensing over a structured union of subspaces
J Silva, M Chen, YC Eldar, G Sapiro, L Carin
arXiv preprint arXiv:1103.2469, 2011
282011
Detection of anomalous meetings in a social network
J Silva, R Willett
2008 42nd Annual Conference on Information Sciences and Systems, 636-641, 2008
242008
Peak criterion for choosing Gaussian kernel bandwidth in support vector data description
D Kakde, A Chaudhuri, S Kong, M Jahja, H Jiang, J Silva
2017 IEEE International Conference on Prognostics and Health Management …, 2017
212017
Neural network based cluster visualization that computes pairwise distances between centroid locations, and determines a projected centroid location in a multidimensional space
P Hall, IK Kabul, JL Dean, R Abbey, S Haller, J Silva
US Patent 9,367,799, 2016
202016
Pressure tests on 30-in. diameter X65 grade pipes with dent–crack defects
H Ghaednia, J Silva, S Kenno, S Das, R Wang, R Kania
J. Pipeline Eng. 12 (1), 61-67, 2013
202013
Transfer learning for education data
XJ Hunt, IK Kabul, J Silva
Proceedings of the ACM SIGKDD Conference, El Halifax, NS, Canada 17, 2017
192017
Manifold learning for object tracking with multiple motion dynamics
JC Nascimento, JG Silva
Computer Vision–ECCV 2010: 11th European Conference on Computer Vision …, 2010
192010
Revisiting ASME strain-based dent evaluation criterion
AN Md Rafi, S Das, H Ghaednia, J Silva, R Kania, R Wang
162012
Hypergraph-based anomaly detection in very large networks
J Silva, R Willett
IEEE Transactions on Pattern Analysis and Machine Intelligence 31 (3), 563-569, 2009
162009
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