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Vincent Q. Vu, Ph.D. - Publications

Affiliations: 
2009 University of California, Berkeley, Berkeley, CA, United States 
Area:
Signal Processing (SP), Machine learning, Remote Sensing, Neuroscience
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11 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2019 Vu VQ, Lei J. Squared-norm empirical processes Statistics & Probability Letters. 150: 108-113. DOI: 10.1016/J.Spl.2019.02.008  0.33
2015 Castellanos L, Vu VQ, Perel S, Schwartz AB, Kass RE. A MULTIVARIATE GAUSSIAN PROCESS FACTOR MODEL FOR HAND SHAPE DURING REACH-TO-GRASP MOVEMENTS. Statistica Sinica. 25: 5-24. PMID 28713207 DOI: 10.5705/Ss.2013.226W  0.379
2015 Castellanos L, Vu VQ, Perel S, Schwartz AB, Kass RE. A multivariate Gaussian process factor model for hand shape during reach-to-grasp movements Statistica Sinica. 25: 5-24. DOI: 10.5705/ss.2013.226w  0.364
2015 Lei BYJ, Vu VQ. Sparsistency and agnostic inference in sparse PCA Annals of Statistics. 43: 299-322. DOI: 10.1214/14-Aos1273  0.465
2013 Vu VQ, Lei J. Minimax sparse principal subspace estimation in high dimensions Annals of Statistics. 41: 2905-2947. DOI: 10.1214/13-Aos1151  0.485
2013 Vu VQ, Cho J, Lei J, Rohe K. Fantope projection and selection: A near-optimal convex relaxation of sparse PCA Advances in Neural Information Processing Systems.  0.341
2012 Vu VQ, Lei J. Minimax rates of estimation for sparse PCA in high dimensions Journal of Machine Learning Research. 22: 1278-1286.  0.364
2011 Vu VQ, Ravikumar P, Naselaris T, Kay KN, Gallant JL, Yu B. ENCODING AND DECODING V1 FMRI RESPONSES TO NATURAL IMAGES WITH SPARSE NONPARAMETRIC MODELS. The Annals of Applied Statistics. 5: 1159-1182. PMID 22523529 DOI: 10.1214/11-Aoas476  0.425
2009 Vu VQ, Yu B, Kass RE. Information in the nonstationary case. Neural Computation. 21: 688-703. PMID 18928371 DOI: 10.1162/Neco.2008.01-08-700  0.46
2009 Vu VQ, Yu B, Kass RE. Some statistical issues in estimating information in neural spike trains Icassp, Ieee International Conference On Acoustics, Speech and Signal Processing - Proceedings. 3509-3512. DOI: 10.1109/ICASSP.2009.4960382  0.315
2007 Vu VQ, Yu B, Kass RE. Coverage-adjusted entropy estimation. Statistics in Medicine. 26: 4039-60. PMID 17567838 DOI: 10.1002/Sim.2942  0.496
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