Ha, Wooseok

9 publications

JMLR 2025 Prominent Roles of Conditionally Invariant Components in Domain Adaptation: Theory and Algorithms Keru Wu, Yuansi Chen, Wooseok Ha, Bin Yu

JMLR 2025 The Effect of SGD Batch Size on Autoencoder Learning: Sparsity, Sharpness, and Feature Learning Nikhil Ghosh, Spencer Frei, Wooseok Ha, Bin Yu

ICML 2024 Variance-Reduced Zeroth-Order Methods for Fine-Tuning Language Models Tanmay Gautam, Youngsuk Park, Hao Zhou, Parameswaran Raman, Wooseok Ha

ICLRW 2024 Variance-Reduced Zeroth-Order Methods for Fine-Tuning Language Models Tanmay Gautam, Youngsuk Park, Hao Zhou, Parameswaran Raman, Wooseok Ha

NeurIPSW 2022 Gradient Dynamics of Single-Neuron Autoencoders on Orthogonal Data Nikhil Ghosh, Spencer Frei, Wooseok Ha, Bin Yu

NeurIPS 2021 Adaptive Wavelet Distillation from Neural Networks Through Interpretations Wooseok Ha, Chandan Singh, Francois Lanusse, Srigokul Upadhyayula, Bin Yu

JMLR 2021 Statistical Guarantees for Local Graph Clustering Wooseok Ha, Kimon Fountoulakis, Michael W. Mahoney

AISTATS 2020 Statistical Guarantees for Local Graph Clustering Wooseok Ha, Kimon Fountoulakis, Michael Mahoney

NeurIPS 2015 Robust PCA with Compressed Data Wooseok Ha, Rina Foygel Barber