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Multi-Resolution Weak Supervision for Sequential Data


Oct 21, 2019
Frederic Sala, Paroma Varma, Jason Fries, Daniel Y. Fu, Shiori Sagawa, Saelig Khattar, Ashwini Ramamoorthy, Ke Xiao, Kayvon Fatahalian, James Priest, Christopher Ré

* NeurIPS 2019 (Conference on Neural Information Processing Systems) 

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Scene Graph Prediction with Limited Labels


Apr 25, 2019
Vincent S. Chen, Paroma Varma, Ranjay Krishna, Michael Bernstein, Christopher Re, Li Fei-Fei

* 10 pages, 9 figures 

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Learning Dependency Structures for Weak Supervision Models


Mar 14, 2019
Paroma Varma, Frederic Sala, Ann He, Alexander Ratner, Christopher Ré


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Training Classifiers with Natural Language Explanations


Aug 25, 2018
Braden Hancock, Paroma Varma, Stephanie Wang, Martin Bringmann, Percy Liang, Christopher Ré

* ACL 2018; v4 adds references and link to code 

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Socratic Learning: Augmenting Generative Models to Incorporate Latent Subsets in Training Data


Sep 28, 2017
Paroma Varma, Bryan He, Dan Iter, Peng Xu, Rose Yu, Christopher De Sa, Christopher Ré

* 4 figures; 18 pages 

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Inferring Generative Model Structure with Static Analysis


Sep 07, 2017
Paroma Varma, Bryan He, Payal Bajaj, Imon Banerjee, Nishith Khandwala, Daniel L. Rubin, Christopher Ré

* NIPS 2017 

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