Cho, Hanseul

1. PLASTIC: Improving Input and Label Plasticity for Sample Efficient Reinforcement Learning
   2023/06/19 by Hojoon Lee, Lee, Hojoon, Hanseul Cho +13 · 10 citations
   Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Reinforcement Learning in Robotics
2. Position Coupling: Improving Length Generalization of Arithmetic Transformers Using Task Structure
   2024/05/31 by Hanseul Cho, Jaeyoung Cha, Cho, Hanseul +9 · 9 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
3. Fundamental Benefit of Alternating Updates in Minimax Optimization
   2024/02/16 by Lee, Jaewook, Cho, Hanseul, Yun, Chulhee · 4 citations
   #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC)
4. Fair Streaming Principal Component Analysis: Statistical and Algorithmic Viewpoint
   2023/10/28 by Jung-Hyun Lee, Lee, Junghyun, Hanseul Cho +5 · 2 citations
   Engineering · Computer Science · #Sparse and Compressive Sensing Techniques #Face and Expression Recognition #Blind Source Separation Techniques
5. Arithmetic Transformers Can Length-Generalize in Both Operand Length and Count
   2024/10/21 by Cho, Hanseul, Cha, Jaeyoung, Bhojanapalli, Srinadh +1 · 3 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. Characterizing Pattern Matching and Its Limits on Compositional Task Structures
   2025/05/26 by Jinho Park, Chang, Hoyeon, Hanseul Cho +15 · 1 citation
   Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Economic Policies and Impacts #Economic, financial, and policy analysis #FOS: Computer and information sciences #I.2.6 #Italy: Economic History and Contemporary Issues #Machine Learning (cs.LG)
7. DASH: Warm-Starting Neural Network Training in Stationary Settings without Loss of Plasticity
   2024/10/30 by Bong-Ho Shin, Junsoo Oh, Shin, Baekrok +5 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications