Botao Li

1. SGD with a Constant Large Learning Rate Can Converge to Local Maxima
   2021/07/25 by Liu Ziyin, Ziyin, Liu, Botao Li +5 · 1 citation
   Computer Science · Mathematics · #Advanced Neural Network Applications #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Markov Chains and Monte Carlo Methods #Optimization and Control (math.OC) #Stochastic Gradient Optimization Techniques
2. Type-II Saddles and Probabilistic Stability of Stochastic Gradient Descent
   2023/03/23 by Liu Ziyin, Botao Li, Ziyin, Liu +5 · 1 citation
   Computer Science · Materials Science · Physics and Astronomy · #Data Analysis #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Model Reduction and Neural Networks #Optimization and Control (math.OC) #Statistics and Probability (physics.data-an) #Stochastic Gradient Optimization Techniques