Learning without the phase: Regularized phaseMax achieves optimal sample complexity

Computer Science

• Algorithms 50%
• Application 50%
• Asymptotics 50%
• Classical Problem 50%
• Complexity 50%
• Constant Factor 100%
• Convex Optimization 50%
• Initial Estimate 100%
• Low-Rank 50%
• Machine Learning 50%
• Matrix Measurement 100%
• Numerical Simulation 50%
• Objective Function 50%
• Optimization Problem 50%
• Phase Information 50%
• Phase Transition 50%
• Regularization Term 50%
• Signal Processing 50%
• Statistics 50%
• Vectors 50%