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Coping with Label Shift via Distributionally Robust Optimisation

Oct 23, 2020
Jingzhao Zhang, Aditya Menon, Andreas Veit, Srinadh Bhojanapalli, Sanjiv Kumar, Suvrit Sra


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Self-supervised Learning for Deep Models in Recommendations

Jul 25, 2020
Tiansheng Yao, Xinyang Yi, Derek Zhiyuan Cheng, Felix Yu, Aditya Menon, Lichan Hong, Ed H. Chi, Steve Tjoa, Jieqi, Kang, Evan Ettinger


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Robust Large-Margin Learning in Hyperbolic Space

Apr 11, 2020
Melanie Weber, Manzil Zaheer, Ankit Singh Rawat, Aditya Menon, Sanjiv Kumar

* Under Review 

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Making Deep Neural Networks Robust to Label Noise: a Loss Correction Approach

Mar 22, 2017
Giorgio Patrini, Alessandro Rozza, Aditya Menon, Richard Nock, Lizhen Qu

* Oral paper at CVPR 2017 

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Predicting accurate probabilities with a ranking loss

Jun 18, 2012
Aditya Menon, Xiaoqian Jiang, Shankar Vembu, Charles Elkan, Lucila Ohno-Machado

* ICML2012 

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