Jang, Uijeong
- LoRA Training in the NTK Regime has No Spurious Local Minima
2024/02/19 by Jang, Uijeong, Lee, Jason D., Ryu, Ernest K. · 8 citations
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC)
- Computer-Assisted Design of Accelerated Composite Optimization Methods: OptISTA
2023/05/25 by Uijeong Jang, Jang, Uijeong, Shuvomoy Das Gupta +3 · 5 citations
Mathematics · Engineering · #Advanced Optimization Algorithms Research #Advanced optical system design #Sparse and Compressive Sensing Techniques
- Point Convergence of Nesterov's Accelerated Gradient Method: An AI-Assisted Proof
2025/10/27 by Uijeong Jang, Ernest K. Ryu, Jang, Uijeong +1 · 2 voices · 10 citations
#math.OC