Wooseok Ha

According to our database, Wooseok Ha authored at least 11 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Reasoning and Planning with Large Language Models in Code Development.

Hao Ding, Ziwei Fan, Ingo Gühring, Gaurav Gupta, Wooseok Ha, Jun Huan, Linbo Liu, Behrooz Omidvar-Tehrani, Shiqi Wang, Hao Zhou

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Variance-reduced Zeroth-Order Methods for Fine-Tuning Language Models.

Tanmay Gautam, Youngsuk Park, Hao Zhou, Parameswaran Raman, Wooseok Ha

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Prominent Roles of Conditionally Invariant Components in Domain Adaptation: Theory and Algorithms.

Keru Wu, Yuansi Chen, Wooseok Ha, Bin Yu

CoRR, 2023

The Effect of SGD Batch Size on Autoencoder Learning: Sparsity, Sharpness, and Feature Learning.

Nikhil Ghosh, Spencer Frei, Wooseok Ha, Bin Yu

CoRR, 2023

2021

Statistical guarantees for local graph clustering.

Wooseok Ha, Kimon Fountoulakis, Michael W. Mahoney

J. Mach. Learn. Res., 2021

Adaptive wavelet distillation from neural networks through interpretations.

Wooseok Ha, Chandan Singh, François Lanusse, Eli Song, Song Dang, Kangmin He, Srigokul Upadhyayula, Bin Yu

CoRR, 2021

Adaptive wavelet distillation from neural networks through interpretations.

Wooseok Ha, Chandan Singh, François Lanusse, Srigokul Upadhyayula, Bin Yu

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

An Equivalence between Critical Points for Rank Constraints Versus Low-Rank Factorizations.

Wooseok Ha, Haoyang Liu, Rina Foygel Barber

SIAM J. Optim., 2020

Transformation Importance with Applications to Cosmology.

Chandan Singh, Wooseok Ha, François Lanusse, Vanessa Böhm, Jia Liu, Bin Yu

CoRR, 2020

Interpreting and Improving Deep-Learning Models with Reality Checks.

Chandan Singh, Wooseok Ha, Bin Yu

Proceedings of the xxAI - Beyond Explainable AI, 2020

2015

Robust PCA with compressed data.

Wooseok Ha, Rina Foygel Barber

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015