Ha, Wooseok

1. Variance-reduced Zeroth-Order Methods for Fine-Tuning Language Models
   2024/04/11 by Tanmay Gautam, Gautam, Tanmay, Youngsuk Park +7 · 8 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Natural Language Processing Techniques #Optimization and Control (math.OC) #Speech Recognition and Synthesis #Topic Modeling
2. Adaptive wavelet distillation from neural networks through interpretations
   2021/07/19 by Woo‐Seok Ha, Chandan Singh, Ha, Wooseok +8 · 4 citations
   Computer Science · Materials Science · #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Materials Science
3. Gradient descent with nonconvex constraints: local concavity determines convergence
   2017/03/22 by Rina Foygel Barber, Barber, Rina Foygel, Wooseok Ha +1 · 3 citations
   Computer Science · Engineering · Mathematics · #Direction-of-Arrival Estimation Techniques #FOS: Mathematics #Numerical methods in inverse problems #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques
4. Trimmed Conformal Prediction for High-Dimensional Models
   2016/11/29 by Chen, Wenyu, Wang, Zhaokai, Ha, Wooseok +1 · 1 citation
   #FOS: Mathematics #Statistics Theory (math.ST)
5. The Effect of SGD Batch Size on Autoencoder Learning: Sparsity, Sharpness, and Feature Learning
   2023/08/06 by Nikhil Ghosh, Ghosh, Nikhil, Spencer Frei +5 · 1 citation
   Computer Science · Physics and Astronomy · #Stochastic Gradient Optimization Techniques #Model Reduction and Neural Networks #Machine Learning and ELM