Nam, Yoonsoo

1. An exactly solvable model for emergence and scaling laws in the multitask sparse parity problem
   2024/04/26 by Yoonsoo Nam, Nayara Fonseca, Nam, Yoonsoo +5 · 4 citations
   Physics and Astronomy · #Complex Network Analysis Techniques #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Opinion Dynamics and Social Influence
2. Position: Solve Layerwise Linear Models First to Understand Neural Dynamical Phenomena (Neural Collapse, Emergence, Lazy/Rich Regime, and Grokking)
   2025/02/28 by Yoonsoo Nam, Seok Hyeong Lee, Nam, Yoonsoo +13 · 1 voice · 1 citation
   #stat.ML #cs.LG #physics.data-an
3. Evaluation Under Imperfect Benchmarks and Ratings: A Case Study in Text Simplification
   2025/04/13 by Joseph K. Liu, Yoonsoo Nam, Liu, Joseph +5 · 2 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling