Xiang Wang

Affiliations:
  • Duke University, Department of Computer Science, Durham, NC, USA


According to our database1, Xiang Wang authored at least 13 papers between 2016 and 2023.

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Bibliography

2023
Provably Learning Diverse Features in Multi-View Data with Midpoint Mixup.
Proceedings of the International Conference on Machine Learning, 2023

Plateau in Monotonic Linear Interpolation - A "Biased" View of Loss Landscape for Deep Networks.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Understanding Edge-of-Stability Training Dynamics with a Minimalist Example.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022
Towards Understanding the Data Dependency of Mixup-style Training.
Proceedings of the Tenth International Conference on Learning Representations, 2022

2021
Towards Demystifying Representation Learning with Non-contrastive Self-supervision.
CoRR, 2021

Understanding Deflation Process in Over-parametrized Tensor Decomposition.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Guarantees for Tuning the Step Size using a Learning-to-Learn Approach.
Proceedings of the 38th International Conference on Machine Learning, 2021

2020
Beyond Lazy Training for Over-parameterized Tensor Decomposition.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019
Explaining Landscape Connectivity of Low-cost Solutions for Multilayer Nets.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Learning Two-layer Neural Networks with Symmetric Inputs.
Proceedings of the 7th International Conference on Learning Representations, 2019

Stabilized SVRG: Simple Variance Reduction for Nonconvex Optimization.
Proceedings of the Conference on Learning Theory, 2019

2018
Efficient Auctions with Identity-Dependent Negative Externalities.
Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

2016
Strategy-Proof Data Auctions with Negative Externalities: (Extended Abstract).
Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016


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