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Tianjian Huang
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Solving a class of non-convex min-max games using iterative first order methods
M Nouiehed, M Sanjabi, T Huang, JD Lee, M Razaviyayn
Advances in Neural Information Processing Systems, 14934-14942, 2019
3342019
Nonconvex min-max optimization: Applications, challenges, and recent theoretical advances
M Razaviyayn, T Huang, S Lu, M Nouiehed, M Sanjabi, M Hong
IEEE Signal Processing Magazine 37 (5), 55-66, 2020
892020
A rigorous study of integrated gradients method and extensions to internal neuron attributions
DD Lundstrom, T Huang, M Razaviyayn
International Conference on Machine Learning, 14485-14508, 2022
402022
Robustness through data augmentation loss consistency
T Huang, S Halbe, C Sankar, P Amini, S Kottur, A Geramifard, ...
arXiv preprint arXiv:2110.11205, 2021
13*2021
Alternating direction method of multipliers for quantization
T Huang, P Singhania, M Sanjabi, P Mitra, M Razaviyayn
International Conference on Artificial Intelligence and Statistics, 208-216, 2021
102021
Optimal differentially private learning with public data
A Lowy, Z Li, T Huang, M Razaviyayn
arXiv preprint arXiv:2306.15056, 2023
72023
A decentralized adaptive momentum method for solving a class of min-max optimization problems
B Barazandeh, T Huang, G Michailidis
Signal Processing 189, 108245, 2021
72021
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Articles 1–7