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Kilian Weinberger

Washington University, St. Louis

Understanding Decoupled and Early Weight Decay


Dec 27, 2020
Johan Bjorck, Kilian Weinberger, Carla Gomes


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Adversarial Deep Averaging Networks for Cross-Lingual Sentiment Classification


Aug 18, 2018
Xilun Chen, Yu Sun, Ben Athiwaratkun, Claire Cardie, Kilian Weinberger

* TACL journal version 

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An empirical study on evaluation metrics of generative adversarial networks


Aug 17, 2018
Qiantong Xu, Gao Huang, Yang Yuan, Chuan Guo, Yu Sun, Felix Wu, Kilian Weinberger

* arXiv admin note: text overlap with arXiv:1802.03446 by other authors 

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Fast Reading Comprehension with ConvNets


Nov 12, 2017
Felix Wu, Ni Lao, John Blitzer, Guandao Yang, Kilian Weinberger

* 15 pages, 10 figures, submitted to ICLR 2018 

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Deep Feature Interpolation for Image Content Changes


Jun 19, 2017
Paul Upchurch, Jacob Gardner, Geoff Pleiss, Robert Pless, Noah Snavely, Kavita Bala, Kilian Weinberger

* First two authors contributed equally. Accepted by CVPR 2017. Code at https://github.com/paulu/deepfeatinterp 

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Deep Networks with Stochastic Depth


Jul 28, 2016
Gao Huang, Yu Sun, Zhuang Liu, Daniel Sedra, Kilian Weinberger

* first two authors contributed equally 

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Marginalizing Corrupted Features


Feb 27, 2014
Laurens van der Maaten, Minmin Chen, Stephen Tyree, Kilian Weinberger


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The Greedy Miser: Learning under Test-time Budgets


Jun 27, 2012
Zhixiang Xu, Kilian Weinberger, Olivier Chapelle

* Appears in Proceedings of the 29th International Conference on Machine Learning (ICML 2012) 

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Marginalized Denoising Autoencoders for Domain Adaptation


Jun 18, 2012
Minmin Chen, Zhixiang Xu, Kilian Weinberger, Fei Sha

* ICML2012 

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Feature Hashing for Large Scale Multitask Learning


Feb 27, 2010
Kilian Weinberger, Anirban Dasgupta, Josh Attenberg, John Langford, Alex Smola

* Fixed broken theorem 

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