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Non-linear Embeddings in Hilbert Simplex Geometry



Frank Nielsen , Ke Sun

* 15 pages, 10 figures 

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RTGNN: A Novel Approach to Model Stochastic Traffic Dynamics



Ke Sun , Stephen Chaves , Paul Martin , Vijay Kumar

* Accepted by ICRA 2022 

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Distributional Reinforcement Learning via Sinkhorn Iterations



Ke Sun , Yingnan Zhao , Yi Liu , Bei Jiang , Linglong Kong

* arXiv admin note: text overlap with arXiv:2110.03155 

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Fair Wrapping for Black-box Predictions



Alexander Soen , Ibrahim Alabdulmohsin , Sanmi Koyejo , Yishay Mansour , Nyalleng Moorosi , Richard Nock , Ke Sun , Lexing Xie


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Contrastive Laplacian Eigenmaps



Hao Zhu , Ke Sun , Piotr Koniusz

* 35th Conference on Neural Information Processing Systems (NeurIPS 2021) 
* Accepted by NeurIPS 2021. Includes the main paper and the supplementary material. OpenReview: https://openreview.net/forum?id=iLn-bhP-kKH 

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Dual Contrastive Learning for General Face Forgery Detection



Ke Sun , Taiping Yao , Shen Chen , Shouhong Ding , Jilin L , Rongrong Ji

* This paper was accepted by AAAI 2022 Conference on Artificial Intelligence 

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Asymptotic Learning Requirements for Stealth Attacks



Ke Sun , Iñaki Esnaola , Antonia M. Tulino , H. Vincent Poor

* Submitted to IEEE Transactions on Smart Grid 

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Pareto Adversarial Robustness: Balancing Spatial Robustness and Sensitivity-based Robustness



Ke Sun , Mingjie Li , Zhouchen Lin


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