Dong-Yeop Lee

1. SAFE: Finding Sparse and Flat Minima to Improve Pruning
   2025/06/07 by Dong-Yeop Lee, Lee, Dongyeop, Kwanhee Lee +5 · 4 citations
   Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Artificial neural network #Domain Adaptation and Few-Shot Learning #Dual (grammatical number) #FOS: Computer and information sciences #Flatness (cosmology) #Generalization #Image (mathematics) #Machine Learning (cs.LG) #Maxima and minima #Projection (relational algebra) #Pruning #Stochastic Gradient Optimization Techniques
2. SASSHA: Sharpness-aware Adaptive Second-order Optimization with Stable Hessian Approximation
   2025/02/25 by Dahun Shin, Dong-Yeop Lee, Shin, Dahun +5 · 1 citation
   Computer Science · Decision Sciences · Engineering · #Advanced Adaptive Filtering Techniques #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Stochastic Gradient Optimization Techniques
3. Critical Influence of Overparameterization on Sharpness-aware Minimization
   2023/11/29 by Sungbin Shin, Shin, Sungbin, Dong-Yeop Lee +5 · 1 citation
   Computer Science · #Advanced Neural Network Applications #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Optimization and Control (math.OC) #Stochastic Gradient Optimization Techniques