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Bayesian Compressive Sensing
- Shihao Ji, Y. Xue, L. Carin
- Mathematics, Computer ScienceIEEE Transactions on Signal Processing
- 1 June 2008
TLDR
Sparse multinomial logistic regression: fast algorithms and generalization bounds
- B. Krishnapuram, L. Carin, Mário A. T. Figueiredo, A. Hartemink
- Computer ScienceIEEE Transactions on Pattern Analysis and Machine…
- 1 June 2005
TLDR
Nonparametric Bayesian Dictionary Learning for Analysis of Noisy and Incomplete Images
- Mingyuan Zhou, Haojun Chen, L. Carin
- MathematicsIEEE Transactions on Image Processing
- 2012
TLDR
Multitask Compressive Sensing
TLDR
Exploiting Structure in Wavelet-Based Bayesian Compressive Sensing
TLDR
Multi-Task Learning for Classification with Dirichlet Process Priors
- Y. Xue, X. Liao, L. Carin, B. Krishnapuram
- Computer ScienceJ. Mach. Learn. Res.
- 1 May 2007
TLDR
Preconditioned Stochastic Gradient Langevin Dynamics for Deep Neural Networks
- Chunyuan Li, Changyou Chen, David Edwin Carlson, L. Carin
- Computer ScienceAAAI
- 23 December 2015
TLDR
Non-Parametric Bayesian Dictionary Learning for Sparse Image Representations
- Mingyuan Zhou, Haojun Chen, J. Paisley, Lu Ren, G. Sapiro, L. Carin
- Computer ScienceNIPS
- 7 December 2009
TLDR
Semantic Compositional Networks for Visual Captioning
- Zhe Gan, Chuang Gan, L. Deng
- Computer ScienceIEEE Conference on Computer Vision and Pattern…
- 23 November 2016
TLDR
Bayesian Robust Principal Component Analysis
- Xinghao Ding, L. He, L. Carin
- Computer ScienceIEEE Transactions on Image Processing
- 1 December 2011
TLDR
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