ePCA: High dimensional exponential family PCA

Mathematics

• Alternatives 5%
• Convergence Rate 7%
• Data analysis 8%
• Denoising 35%
• Dimension Reduction 10%
• Estimator 5%
• Exponential Family 68%
• Free Electron Laser 49%
• High-dimensional 52%
• Higher Dimensions 8%
• Imaging 10%
• Justification 9%
• Large Data 11%
• Large Data Sets 11%
• Methodology 6%
• Non-Gaussian Noise 13%
• Open Source 12%
• Photon 11%
• Pixel 11%
• Principal Component Analysis 68%
• Principal Components 10%
• Siméon Denis Poisson 7%
• Standards 5%
• X-ray Laser 55%

Engineering & Materials Science

• Free electron lasers 74%
• Imaging techniques 12%
• Large dataset 17%
• Molecular structure 20%
• Photons 18%
• Pixels 12%
• Principal component analysis 60%
• X ray lasers 87%

Business & Economics

• Convergence Rate 12%
• Dimension Reduction 17%
• Estimator 7%
• Exponential Family 100%
• Imaging 10%
• Justification 7%
• Laser 32%
• Matrix 8%
• Open Source 9%
• Principal Component Analysis 87%
• Principal Components 10%