Bohao Ma

1. Convergence of SGD with momentum in the nonconvex case: A time window-based analysis
   2024/05/27 by Junwen Qiu, Qiu, Junwen, Bohao Ma +3 · 1 citation
   Computer Science · Engineering · Physics and Astronomy · #Advanced Thermodynamics and Statistical Mechanics #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Matrix Theory and Algorithms #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques
2. How do spatial factors affect On-Demand Food Delivery usage among urban residents? Evidence from Singapore
   2024/08/22 by Bohao Ma, Yiik Diew Wong, Chee-Chong Teo +2 · 1 citation
   Business, Management and Accounting · Social Sciences · #Consumer Retail Behavior Studies #Sharing Economy and Platforms #Urban Transport and Accessibility
3. Stochastic Saddle Avoidance Beyond Unit Excitation and Smoothness: A Pathwise Lyapunov-Perron Framework
   2026/08/04 by Junwen Qiu, Bohao Ma, Andre Milzarek +1
   Mathematics · Computer Science · #math.OC #cs.LG #math.DS #stat.ML #msc:90C06 #msc:90C26 #msc:37D10 #msc:37C60