High-dimensional optimization in adaptive random subspaces

Keyphrases

• Random Subspace 100%
• Random Convolution 33%
• Oblivious Sampling 33%
• Machine Learning Problems 33%
• High-dimensional Problems 33%
• Random Matrix Ensembles 33%
• Shallow Neural Network 33%
• Adaptive Subspace 33%
• Correlated Random Matrix 33%
• Spectral Decay 33%
• Coordinate Descent 33%
• Fenchel Duality 33%
• Randomized Optimization 33%
• Matrix Decomposition 33%
• Kernel Classification 33%

Mathematics

• Matrix Decomposition 50%
• Dimensional Problem 50%
• Input Data 50%
• Convex Analysis 50%
• Adaptive Sampling 50%

Computer Science

• Dimensional Problem 50%
• Decomposition Matrix 50%