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Xiang Wang
Xiang Wang
Meta, Duke University
Verifisert e-postadresse på meta.com
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Explaining Landscape Connectivity of Low-cost Solutions for Multilayer Nets
R Kuditipudi, X Wang, H Lee, Y Zhang, Z Li, W Hu, R Ge, S Arora
Neural Information Processing Systems (NeurIPS 2019), 2019
952019
Learning two-layer neural networks with symmetric inputs
R Ge, R Kuditipudi, Z Li, X Wang
International Conference on Learning Representations (ICLR 2019), 2018
662018
Understanding Edge-of-Stability Training Dynamics with a Minimalist Example
X Zhu, Z Wang, X Wang, M Zhou, R Ge
International Conference on Learning Representations (ICLR 2023), 2022
372022
Stabilized SVRG: Simple Variance Reduction for Nonconvex Optimization
R Ge, Z Li, W Wang, X Wang
Conference on Learning Theory (COLT 2019), 2019
352019
Towards Understanding the Data Dependency of Mixup-style Training
M Chidambaram, X Wang, Y Hu, C Wu, R Ge
International Conference on Learning Representations (ICLR 2022), 2021
322021
Understanding Deflation Process in Over-parametrized Tensor Decomposition
R Ge, Y Ren, X Wang, M Zhou
Neural Information Processing Systems (NeurIPS 2021), 2021
232021
Guarantees for Tuning the Step Size using a Learning-to-Learn Approach
X Wang, S Yuan, C Wu, R Ge
International Conference on Machine Learning (ICML 2021), 2020
222020
Towards demystifying representation learning with non-contrastive self-supervision
X Wang, X Chen, SS Du, Y Tian
arXiv preprint arXiv:2110.04947, 2021
202021
Beyond Lazy Training for Over-parameterized Tensor Decomposition
X Wang, C Wu, JD Lee, T Ma, R Ge
Neural Information Processing Systems (NeurIPS 2020), 2020
142020
Provably Learning Diverse Features in Multi-View Data with Midpoint Mixup
M Chidambaram, X Wang, C Wu, R Ge
International Conference on Machine Learning (ICML 2023), 2022
102022
Plateau in Monotonic Linear Interpolation--A" Biased" View of Loss Landscape for Deep Networks
X Wang, AN Wang, M Zhou, R Ge
International Conference on Learning Representations (ICLR 2023), 2022
82022
Strategy-proof data auctions with negative externalities
X Wang, Z Zheng, F Wu, X Dong, S Tang, G Chen
International Conference on Autonomous Agents & Multiagent Systems (AAMAS 2016), 2016
82016
Efficient auctions with identity-dependent negative externalities
C Zhang, X Wang, F Wu, X Bei
International Conference on Autonomous Agents & Multiagent Systems (AAMAS 2018), 2018
42018
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