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Wooseok Ha

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

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Apr 11, 2024
Tanmay Gautam, Youngsuk Park, Hao Zhou, Parameswaran Raman, Wooseok Ha

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

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Sep 19, 2023
Keru Wu, Yuansi Chen, Wooseok Ha, Bin Yu

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

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Aug 06, 2023
Nikhil Ghosh, Spencer Frei, Wooseok Ha, Bin Yu

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Interpreting and improving deep-learning models with reality checks

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Aug 19, 2021
Chandan Singh, Wooseok Ha, Bin Yu

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Adaptive wavelet distillation from neural networks through interpretations

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Jul 19, 2021
Wooseok Ha, Chandan Singh, Francois Lanusse, Eli Song, Song Dang, Kangmin He, Srigokul Upadhyayula, Bin Yu

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Transformation Importance with Applications to Cosmology

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Mar 04, 2020
Chandan Singh, Wooseok Ha, Francois Lanusse, Vanessa Boehm, Jia Liu, Bin Yu

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Statistical guarantees for local graph clustering

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Jun 11, 2019
Wooseok Ha, Kimon Fountoulakis, Michael W. Mahoney

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Alternating minimization and alternating descent over nonconvex sets

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Nov 01, 2017
Wooseok Ha, Rina Foygel Barber

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