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Wooseok Ha
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2020 – today
- 2024
- [i7]Tanmay Gautam, Youngsuk Park, Hao Zhou, Parameswaran Raman, Wooseok Ha:
Variance-reduced Zeroth-Order Methods for Fine-Tuning Language Models. CoRR abs/2404.08080 (2024) - 2023
- [i6]Nikhil Ghosh, Spencer Frei, Wooseok Ha, Bin Yu:
The Effect of SGD Batch Size on Autoencoder Learning: Sparsity, Sharpness, and Feature Learning. CoRR abs/2308.03215 (2023) - [i5]Keru Wu, Yuansi Chen, Wooseok Ha, Bin Yu:
Prominent Roles of Conditionally Invariant Components in Domain Adaptation: Theory and Algorithms. CoRR abs/2309.10301 (2023) - 2021
- [j2]Wooseok Ha, Kimon Fountoulakis, Michael W. Mahoney:
Statistical guarantees for local graph clustering. J. Mach. Learn. Res. 22: 148:1-148:54 (2021) - [c4]Wooseok Ha, Chandan Singh, François Lanusse, Srigokul Upadhyayula, Bin Yu:
Adaptive wavelet distillation from neural networks through interpretations. NeurIPS 2021: 20669-20682 - [i4]Wooseok Ha, Chandan Singh, François Lanusse, Eli Song, Song Dang, Kangmin He, Srigokul Upadhyayula, Bin Yu:
Adaptive wavelet distillation from neural networks through interpretations. CoRR abs/2107.09145 (2021) - [i3]Chandan Singh, Wooseok Ha, Bin Yu:
Interpreting and improving deep-learning models with reality checks. CoRR abs/2108.06847 (2021) - 2020
- [j1]Wooseok Ha
, Haoyang Liu, Rina Foygel Barber:
An Equivalence between Critical Points for Rank Constraints Versus Low-Rank Factorizations. SIAM J. Optim. 30(4): 2927-2955 (2020) - [c3]Wooseok Ha, Kimon Fountoulakis, Michael W. Mahoney:
Statistical guarantees for local graph clustering. AISTATS 2020: 2687-2697 - [c2]Chandan Singh, Wooseok Ha, Bin Yu:
Interpreting and Improving Deep-Learning Models with Reality Checks. xxAI@ICML 2020: 229-254 - [i2]Chandan Singh
, Wooseok Ha, François Lanusse, Vanessa Böhm
, Jia Liu, Bin Yu:
Transformation Importance with Applications to Cosmology. CoRR abs/2003.01926 (2020)
2010 – 2019
- 2019
- [i1]Wooseok Ha, Kimon Fountoulakis, Michael W. Mahoney:
Statistical guarantees for local graph clustering. CoRR abs/1906.04863 (2019) - 2015
- [c1]Wooseok Ha, Rina Foygel Barber:
Robust PCA with compressed data. NIPS 2015: 1936-1944
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last updated on 2024-05-19 01:02 CEST by the dblp team
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