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Scalable Bottom-Up Hierarchical Clustering

Nov 04, 2020
Nicholas Monath, Avinava Dubey, Guru Guruganesh, Manzil Zaheer, Amr Ahmed, Andrew McCallum, Gokhan Mergen, Marc Najork, Mert Terzihan, Bryon Tjanaka, Yuan Wang, Yuchen Wu


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Unsupervised Abstractive Dialogue Summarization for Tete-a-Tetes

Sep 15, 2020
Xinyuan Zhang, Ruiyi Zhang, Manzil Zaheer, Amr Ahmed


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Big Bird: Transformers for Longer Sequences

Jul 28, 2020
Manzil Zaheer, Guru Guruganesh, Avinava Dubey, Joshua Ainslie, Chris Alberti, Santiago Ontanon, Philip Pham, Anirudh Ravula, Qifan Wang, Li Yang, Amr Ahmed


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Latent Bandits Revisited

Jun 15, 2020
Joey Hong, Branislav Kveton, Manzil Zaheer, Yinlam Chow, Amr Ahmed, Craig Boutilier

* 16 pages, 2 figures 

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Piecewise-Stationary Off-Policy Optimization

Jun 15, 2020
Joey Hong, Branislav Kveton, Manzil Zaheer, Yinlam Chow, Amr Ahmed

* 16 pages, 2 figures 

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Anchor & Transform: Learning Sparse Representations of Discrete Objects

Mar 18, 2020
Paul Pu Liang, Manzil Zaheer, Yuan Wang, Amr Ahmed


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State Space LSTM Models with Particle MCMC Inference

Nov 30, 2017
Xun Zheng, Manzil Zaheer, Amr Ahmed, Yuan Wang, Eric P Xing, Alexander J Smola


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Explaining reviews and ratings with PACO: Poisson Additive Co-Clustering

Dec 06, 2015
Chao-Yuan Wu, Alex Beutel, Amr Ahmed, Alexander J. Smola


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High Performance Latent Variable Models

Nov 11, 2015
Aaron Q. Li, Amr Ahmed, Mu Li, Vanja Josifovski

* arXiv admin note: This paper has been withdrawn due to an irreconcilable author dispute 

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ACCAMS: Additive Co-Clustering to Approximate Matrices Succinctly

Dec 31, 2014
Alex Beutel, Amr Ahmed, Alexander J. Smola

* 22 pages, under review for conference publication 

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Timeline: A Dynamic Hierarchical Dirichlet Process Model for Recovering Birth/Death and Evolution of Topics in Text Stream

Mar 15, 2012
Amr Ahmed, Eric P. Xing

* Appears in Proceedings of the Twenty-Sixth Conference on Uncertainty in Artificial Intelligence (UAI2010) 

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Estimating time-varying networks

Oct 20, 2010
Mladen Kolar, Le Song, Amr Ahmed, Eric P. Xing

* Annals of Applied Statistics 2010, Vol. 4, No. 1, 94-123 
* Published in at http://dx.doi.org/10.1214/09-AOAS308 the Annals of Applied Statistics (http://www.imstat.org/aoas/) by the Institute of Mathematical Statistics (http://www.imstat.org

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MedLDA: A General Framework of Maximum Margin Supervised Topic Models

Dec 30, 2009
Jun Zhu, Amr Ahmed, Eric P. Xing

* Journal of Machine Learning Research, 13(Aug): 2237--2278, 2012 
* 27 Pages 

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Time-Varying Networks: Recovering Temporally Rewiring Genetic Networks During the Life Cycle of Drosophila melanogaster

Jan 06, 2009
Amr Ahmed, Le Song, Eric P. Xing

* Correcting some figure formatting errors 

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