Stochastic Sign Descent Methods: New Algorithms and Better Theory

Computer Science

• Algorithms 50%
• Asymptotics 50%
• Communication Cost 50%
• Compression Scheme 50%
• Convex Optimization 50%
• Distributed Environment 50%
• Gradient Method 50%
• Machine Learning 50%
• Parameter Server 50%
• Partitioned Data 50%
• Server Framework 50%
• Simulation Mode 50%
• Single Machine 50%
• Standards 100%
• Success Probability 50%