Search Results for author: Caihua Chen

Found 2 papers, 2 papers with code

Fast Epigraphical Projection-based Incremental Algorithms for Wasserstein Distributionally Robust Support Vector Machine

1 code implementation NeurIPS 2020 Jiajin Li, Caihua Chen, Anthony Man-Cho So

In this paper, we focus on a family of Wasserstein distributionally robust support vector machine (DRSVM) problems and propose two novel epigraphical projection-based incremental algorithms to solve them.

On Isometry Robustness of Deep 3D Point Cloud Models under Adversarial Attacks

1 code implementation CVPR 2020 Yue Zhao, Yuwei Wu, Caihua Chen, Andrew Lim

Armed with the Thompson Sampling, we develop a black-box attack with success rate over 95% on ModelNet40 data set.

Thompson Sampling

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