Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Avinava Dubey

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


  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

Distributed, partially collapsed MCMC for Bayesian Nonparametrics


Jan 15, 2020
Avinava Dubey, Michael Minyi Zhang, Eric P. Xing, Sinead A. Williamson

* Accepted in AISTATS 2020 

  Access Paper or Ask Questions

Transformation Autoregressive Networks


Oct 23, 2018
Junier B. Oliva, Avinava Dubey, Manzil Zaheer, Barnabás Póczos, Ruslan Salakhutdinov, Eric P. Xing, Jeff Schneider

* ICML 2018 

  Access Paper or Ask Questions

Bayesian Nonparametric Kernel-Learning


Jan 30, 2018
Junier Oliva, Avinava Dubey, Andrew G. Wilson, Barnabas Poczos, Jeff Schneider, Eric P. Xing


  Access Paper or Ask Questions

Personalized Survival Prediction with Contextual Explanation Networks


Jan 30, 2018
Maruan Al-Shedivat, Avinava Dubey, Eric P. Xing

* Machine Learning for Healthcare Workshop, NIPS 2017 

  Access Paper or Ask Questions

The Intriguing Properties of Model Explanations


Jan 30, 2018
Maruan Al-Shedivat, Avinava Dubey, Eric P. Xing

* Interpretable ML Symposium, NIPS 2017 

  Access Paper or Ask Questions

Contextual Explanation Networks


Jan 30, 2018
Maruan Al-Shedivat, Avinava Dubey, Eric P. Xing


  Access Paper or Ask Questions

Parallel Markov Chain Monte Carlo for the Indian Buffet Process


Mar 09, 2017
Michael M. Zhang, Avinava Dubey, Sinead A. Williamson

* Workshop paper in Bayesian Nonparametrics: The Next Generation, NIPS 2015 

  Access Paper or Ask Questions

Science Question Answering using Instructional Materials


Apr 05, 2016
Mrinmaya Sachan, Avinava Dubey, Eric P. Xing

* Corrected that the science QA dataset is NOT freely available 

  Access Paper or Ask Questions

Large-scale randomized-coordinate descent methods with non-separable linear constraints


Jun 10, 2015
Sashank Reddi, Ahmed Hefny, Carlton Downey, Avinava Dubey, Suvrit Sra


  Access Paper or Ask Questions

Exact and Efficient Parallel Inference for Nonparametric Mixture Models


Nov 29, 2012
Sinead A. Williamson, Avinava Dubey, Eric P. Xing


  Access Paper or Ask Questions

A non-parametric mixture model for topic modeling over time


Aug 22, 2012
Avinava Dubey, Ahmed Hefny, Sinead Williamson, Eric P. Xing

* 9 pages 

  Access Paper or Ask Questions