Sow, Daouda

1. On the Convergence Theory for Hessian-Free Bilevel Algorithms
   2021/10/13 by Sow, Daouda, Ji, Kaiyi, Liang, Yingbin · 7 citations
   #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Control (math.OC)
2. A Primal-Dual Approach to Bilevel Optimization with Multiple Inner Minima
   2022/03/01 by Daouda Sow, Sow, Daouda, Kaiyi Ji +5 · 3 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
3. Dynamic Loss-Based Sample Reweighting for Improved Large Language Model Pretraining
   2025/02/10 by Daouda Sow, Herbert Woisetschläger, Sow, Daouda +9 · 6 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Text and Document Classification Technologies
4. Take the Bull by the Horns: Hard Sample-Reweighted Continual Training Improves LLM Generalization
   2024/02/22 by Xuxi Chen, Zhendong Wang, Chen, Xuxi +13 · 2 citations
   Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #COVID-19 diagnosis using AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification