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Semantic Label Smoothing for Sequence to Sequence Problems

Oct 15, 2020
Michal Lukasik, Himanshu Jain, Aditya Krishna Menon, Seungyeon Kim, Srinadh Bhojanapalli, Felix Yu, Sanjiv Kumar


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Evaluations and Methods for Explanation through Robustness Analysis

May 31, 2020
Cheng-Yu Hsieh, Chih-Kuan Yeh, Xuanqing Liu, Pradeep Ravikumar, Seungyeon Kim, Sanjiv Kumar, Cho-Jui Hsieh


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Why distillation helps: a statistical perspective

May 21, 2020
Aditya Krishna Menon, Ankit Singh Rawat, Sashank J. Reddi, Seungyeon Kim, Sanjiv Kumar


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Why ADAM Beats SGD for Attention Models

Dec 06, 2019
Jingzhao Zhang, Sai Praneeth Karimireddy, Andreas Veit, Seungyeon Kim, Sashank J Reddi, Sanjiv Kumar, Suvrit Sra


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Local Space-Time Smoothing for Version Controlled Documents

Aug 08, 2013
Seungyeon Kim, Guy Lebanon

* Proceedings of the 23rd International Conference on Computational Linguistics (Coling 2010); 2010 Aug 23-27; Beijing, CN 
* 9 pages, 6 figures 

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Beyond Sentiment: The Manifold of Human Emotions

Aug 08, 2013
Seungyeon Kim, Fuxin Li, Guy Lebanon, Irfan Essa

* Proceedings of the 16 International Conference on Artificial Intelligence and Statistics (AISTATS) 2013, Scottsdale, AZ, USA. Volume 31 of JMLR: W&CP 31 
* 15 pages, 7 figures 

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The Manifold of Human Emotions

Jan 15, 2013
Seungyeon Kim, Fuxin Li, Guy Lebanon, Irfan Essa

* 3 pages, 2 figures 

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Matrix Approximation under Local Low-Rank Assumption

Jan 15, 2013
Joonseok Lee, Seungyeon Kim, Guy Lebanon, Yoram Singer

* 3 pages, 2 figures, Workshop submission to the First International Conference on Learning Representations (ICLR) 

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