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

 Add to Chrome

 Add to Firefox

CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
Federated Composite Optimization

Nov 17, 2020
Honglin Yuan, Manzil Zaheer, Sashank Reddi

* 45 pages, 14 figures 

  Access Paper or Ask Questions

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

Differentiable Open-Ended Commonsense Reasoning

Oct 24, 2020
Bill Yuchen Lin, Haitian Sun, Bhuwan Dhingra, Manzil Zaheer, Xiang Ren, William W. Cohen

* Work in progress. Project page: https://yuchenlin.xyz/opencsr/ 

  Access Paper or Ask Questions

Probabilistic Case-based Reasoning for Open-World Knowledge Graph Completion

Oct 09, 2020
Rajarshi Das, Ameya Godbole, Nicholas Monath, Manzil Zaheer, Andrew McCallum


  Access Paper or Ask Questions

Unsupervised Abstractive Dialogue Summarization for Tete-a-Tetes

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


  Access Paper or Ask Questions

Revisiting LSTM Networks for Semi-Supervised Text Classification via Mixed Objective Function

Sep 08, 2020
Devendra Singh Sachan, Manzil Zaheer, Ruslan Salakhutdinov

* Published at AAAI 2019 

  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

A Simple Approach to Case-Based Reasoning in Knowledge Bases

Jun 25, 2020
Rajarshi Das, Ameya Godbole, Shehzaad Dhuliawala, Manzil Zaheer, Andrew McCallum


  Access Paper or Ask Questions

Latent Bandits Revisited

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

* 16 pages, 2 figures 

  Access Paper or Ask Questions

Piecewise-Stationary Off-Policy Optimization

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

* 16 pages, 2 figures 

  Access Paper or Ask Questions

Differentiable Meta-Learning in Contextual Bandits

Jun 09, 2020
Branislav Kveton, Martin Mladenov, Chih-Wei Hsu, Manzil Zaheer, Csaba Szepesvari, Craig Boutilier


  Access Paper or Ask Questions

Robust Large-Margin Learning in Hyperbolic Space

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

* Under Review 

  Access Paper or Ask Questions

Anchor & Transform: Learning Sparse Representations of Discrete Objects

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


  Access Paper or Ask Questions

Adaptive Federated Optimization

Feb 29, 2020
Sashank Reddi, Zachary Charles, Manzil Zaheer, Zachary Garrett, Keith Rush, Jakub Konečný, Sanjiv Kumar, H. Brendan McMahan


  Access Paper or Ask Questions

Towards Modular Algorithm Induction

Feb 27, 2020
Daniel A. Abolafia, Rishabh Singh, Manzil Zaheer, Charles Sutton

* 10 pages, 4 figures, 2 tables 

  Access Paper or Ask Questions

Differentiable Reasoning over a Virtual Knowledge Base

Feb 25, 2020
Bhuwan Dhingra, Manzil Zaheer, Vidhisha Balachandran, Graham Neubig, Ruslan Salakhutdinov, William W. Cohen

* ICLR 2020 

  Access Paper or Ask Questions

Differentiable Bandit Exploration

Feb 17, 2020
Craig Boutilier, Chih-Wei Hsu, Branislav Kveton, Martin Mladenov, Csaba Szepesvari, Manzil Zaheer


  Access Paper or Ask Questions

FedDANE: A Federated Newton-Type Method

Jan 07, 2020
Tian Li, Anit Kumar Sahu, Manzil Zaheer, Maziar Sanjabi, Ameet Talwalkar, Virginia Smith

* Asilomar Conference on Signals, Systems, and Computers 2019 

  Access Paper or Ask Questions

Multi-step Entity-centric Information Retrieval for Multi-Hop Question Answering

Sep 17, 2019
Ameya Godbole, Dilip Kavarthapu, Rajarshi Das, Zhiyu Gong, Abhishek Singhal, Hamed Zamani, Mo Yu, Tian Gao, Xiaoxiao Guo, Manzil Zaheer, Andrew McCallum


  Access Paper or Ask Questions

Developing Creative AI to Generate Sculptural Objects

Aug 20, 2019
Songwei Ge, Austin Dill, Eunsu Kang, Chun-Liang Li, Lingyao Zhang, Manzil Zaheer, Barnabas Poczos

* In the Proceedings of International Symposium on Electronic Art (ISEA 2019) 

  Access Paper or Ask Questions

The Myths of Our Time: Fake News

Aug 05, 2019
Vít Růžička, Eunsu Kang, David Gordon, Ankita Patel, Jacqui Fashimpaur, Manzil Zaheer

* Proceedings of International Symposium on Electronic Art 2019 (ISEA), pages 494-498 
* 5 pages, 5 figures, in proceedings of International Symposium on Electronic Art 2019 (ISEA) 

  Access Paper or Ask Questions

Randomized Exploration in Generalized Linear Bandits

Jun 21, 2019
Branislav Kveton, Manzil Zaheer, Csaba Szepesvari, Lihong Li, Mohammad Ghavamzadeh, Craig Boutilier


  Access Paper or Ask Questions

Multi-step Retriever-Reader Interaction for Scalable Open-domain Question Answering

May 14, 2019
Rajarshi Das, Shehzaad Dhuliawala, Manzil Zaheer, Andrew McCallum

* Published at ICLR 2019 

  Access Paper or Ask Questions

On the Convergence of Federated Optimization in Heterogeneous Networks

Dec 14, 2018
Anit Kumar Sahu, Tian Li, Maziar Sanjabi, Manzil Zaheer, Ameet Talwalkar, Virginia Smith

* Preprint. Work in Progress 

  Access Paper or Ask Questions

Hallucinating Point Cloud into 3D Sculptural Object

Nov 29, 2018
Chun-Liang Li, Eunsu Kang, Songwei Ge, Lingyao Zhang, Austin Dill, Manzil Zaheer, Barnabas Poczos

* Accepted by Second Workshop on Machine Learning for Creativity and Design, NIPS 2018 

  Access Paper or Ask Questions

Nonparametric Density Estimation under Adversarial Losses

Oct 28, 2018
Shashank Singh, Ananya Uppal, Boyue Li, Chun-Liang Li, Manzil Zaheer, Barnabás Póczos


  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

Point Cloud GAN

Oct 13, 2018
Chun-Liang Li, Manzil Zaheer, Yang Zhang, Barnabas Poczos, Ruslan Salakhutdinov


  Access Paper or Ask Questions

Towards Gradient Free and Projection Free Stochastic Optimization

Oct 09, 2018
Anit Kumar Sahu, Manzil Zaheer, Soummya Kar

* 21 pages, 3 figures 

  Access Paper or Ask Questions