Wooseok Ha

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 14

Top Topics

Adaptive Wavelet

Top Venues

Publications

Tanmay Gautam, Youngsuk Park, Hao Zhou, Parameswaran Raman, Wooseok Ha
Variance-reduced Zeroth-Order Methods for Fine-Tuning Language Models. CoRR (2024)
Hao Ding, Ziwei Fan, Ingo Gühring, Gaurav Gupta, Wooseok Ha, Jun Huan, Linbo Liu, Behrooz Omidvar-Tehrani, Shiqi Wang, Hao Zhou
Reasoning and Planning with Large Language Models in Code Development. KDD (2024)
Keru Wu, Yuansi Chen, Wooseok Ha, Bin Yu
Prominent Roles of Conditionally Invariant Components in Domain Adaptation: Theory and Algorithms. CoRR (2023)
Nikhil Ghosh, Spencer Frei, Wooseok Ha, Bin Yu
The Effect of SGD Batch Size on Autoencoder Learning: Sparsity, Sharpness, and Feature Learning. CoRR (2023)
Wooseok Ha, Chandan Singh, Francois Lanusse, Eli Song, Song Dang, Kangmin He, Srigokul Upadhyayula, Bin Yu
Adaptive wavelet distillation from neural networks through interpretations. CoRR (2021)
Chandan Singh, Wooseok Ha, Bin Yu
Interpreting and improving deep-learning models with reality checks. CoRR (2021)
Wooseok Ha, Chandan Singh, Francois Lanusse, Srigokul Upadhyayula, Bin Yu
Adaptive wavelet distillation from neural networks through interpretations. NeurIPS (2021)
Wooseok Ha, Kimon Fountoulakis, Michael W. Mahoney
Statistical guarantees for local graph clustering. J. Mach. Learn. Res. 22 (2021)
Chandan Singh, Wooseok Ha, Bin Yu
Interpreting and Improving Deep-Learning Models with Reality Checks. xxAI@ICML (2020)
Chandan Singh, Wooseok Ha, Francois Lanusse, Vanessa Böhm, Jia Liu, Bin Yu
Transformation Importance with Applications to Cosmology. CoRR (2020)
Wooseok Ha, Kimon Fountoulakis, Michael W. Mahoney
Statistical guarantees for local graph clustering. AISTATS (2020)
Wooseok Ha, Haoyang Liu, Rina Foygel Barber
An Equivalence between Critical Points for Rank Constraints Versus Low-Rank Factorizations. SIAM J. Optim. 30 (4) (2020)
Wooseok Ha, Kimon Fountoulakis, Michael W. Mahoney
Statistical guarantees for local graph clustering. CoRR (2019)
Wooseok Ha, Rina Foygel Barber
Robust PCA with compressed data. NIPS (2015)