Nate Kushman
Research Scientist
Google DeepMind
Handyside Street
London, UK
nate at kushman DOT org
I am a research scientist at Google DeepMind in London. Previously I was a researcher at Microsoft Research in Cambridge, UK working in the Machine Intelligence Group. I received my Ph.D. from MIT working with Regina Barzilay.
Publications
Jonathan Uesato*, Nate Kushman*, Ramana Kumar*, Francis Song, Noah Siegel, Lisa Wang, Antonia Creswell, Geoffery Irving, Irina Higgins
Appeared at NeurIPS 2022 MATH-AI Workshop
Yujia Li* , David Choi* , Junyoung Chung* , Nate Kushman* , Julian Schrittwieser* , Rémi Leblond* , Tom Eccles* , James Keeling* , Felix Gimeno* , Agustin Dal Lago* , Thomas Hubert* , Peter Choy* , Cyprien de Masson d’Autume* , Igor Babuschkin, Xinyun Chen, Po-Sen Huang, Johannes Welbl, Sven Gowal, Alexey Cherepanov, James Molloy, Daniel J. Mankowitz, Esme Sutherland Robson, Pushmeet Kohli, Nando de Freitas, Koray Kavukcuoglu, Oriol Vinyals
Sebastian Lunz, Yingzhen Li, Andrew Fitzgibbon, Nate Kushman
Appeared at NeurIPS 2020 Workshop on Differentiable vision, graphics, and physics applied to machine learning
Chaochao Lu, Richard E. Turner, Yingzhen Li, Nate Kushman
Appeared at ICML 2020 Workshop on Human Interpretability (WHI)
Marco Federici, Anjan Dutta, Patrick Forré, Nate Kushman, Zeynep Akata
Appeared at ICLR 2020
Charlie Nash, Nate Kushman, Christopher K. I. Williams
Appeared at AISTATS 2019
Yang Song, Rui Shu, Nate Kushman, Stefano Ermon
Appeared at NeurIPS 2018
Arianna Yuan, Will Monroe, Yu Bai, Nate Kushman
Appeared at CogSci 2018
Yang Song, Taesup Kim, Sebastian Nowozin, Stefano Ermon, Nate Kushman
Appeared at ICLR 2018
Charlie Nash, Sebastian Nowozin, Nate Kushman
Bui Thi Mai Phuong, Max Welling, Nate Kushman, Ryota Tomioka, Sebastian Nowozin
Alexander L Gaunt, Marc Brockschmidt, Nate Kushman, Daniel Tarlow
Appeared at ICML 2017
Felix Leibfried, Nate Kushman, Katja Hofmann
Appeared at ICML Workshop on Principled Approaches to Deep Learning (PADL) 2017
Chengtao Li, Daniel Tarlow, Alex Gaunt, Marc Brockschmidt, Nate Kushman
Appeared at ICLR 2017
Alexander L Gaunt, Marc Brockschmidt, Nate Kushman, Daniel Tarlow
Appeared at ICLR Workshop 2017
Alexander L Gaunt, Marc Brockschmidt, Rishabh Singh, Nate Kushman, Pushmeet Kohli, Jonathan Taylor, and Daniel Tarlow
Short version appeared at NIPS Workshop on Neural Abstract Machines and Program Induction (NAMPI) 2016
Best Paper Award
Nicholas Locascio, Karthik Narasimhan, Eduardo DeLeon, Nate Kushman, and Regina Barzilay
Appeared at EMNLP 2016
Rik Koncel-Kedziorski, Subhro Roy, Aida Amini, Nate Kushman, and Hannaneh Hajishirzi
Appeared at NAACL 2016
Nate Kushman
PhD Thesis, 2015
Learning to Automatically Solve Algebra Word Problems
Nate Kushman, Yoav Artzi, Luke Zettlemoyer, and Regina Barzilay
Appeared at ACL 2014
PDF Slides Code and Data
PRESS: MIT (Frontpage) Technology Review HackerNews (Frontpage) Others: [1][2]
Learning to Solve Arithmetic Word Problems with Verb Categorization
Mohammad Javad Hosseini, Hannaneh Hajishirzi, Oren Etzioni, and Nate Kushman
Appeared at EMNLP 2014
Using Semantic Unification to Generate Regular Expressions from Natural Language
Nate Kushman and Regina Barzilay
Appeared at NAACL 2013
PDF Slides Code and Data
PRESS: MIT (Frontpage) GigaOm Others: [1][2][3][4][5]
Learning High-Level Planning from Text
S.R.K. Branavan, Nate Kushman, Tao Lei and Regina Barzilay
Appeared at ACL 2012
PDF Slides Code and Data
Enabling Configuration-Independent Automation by Non-Expert Users
Nate Kushman and Dina Katabi
Appeared at OSDI 2010
PRESS: CSAIL News Technology Review Spectrum Xconomy Others: [1]
Winner: IT Track of MIT $100K Entrepreneurship Competition
WikiDo
Nate Kushman, Micah Brodsky, S.R.K. Branavan, Dina Katabi, Regina Barzilay, Martin Rinard
Appeared at HotNets 2009
ZipTx: Harnessing Partial Packets in 802.11 Networks
Kate Ching-Ju Lin*, Nate Kushman* and Dina Katabi
Appeared at Mobicom 2008
PDF, Slides
Learning to Share: Narrowband-Friendly Wideband Networks.
Hariharan Rahul, Nate Kushman, Dina Katabi, Charles Sodini, and Farinaz Edalat
Appeared at SIGCOMM 2008
R-BGP: Staying Connected In a Connected World
Nate Kushman, Srikanth Kandula, Dina Katabi, and Bruce M. Maggs
Appeared at NSDI 2007
PDF, Tech Report with full proofs (PDF), NSDI Slides, Nanog Slides
Can You Hear Me Now?! It Must be BGP.
Nate Kushman, Srikanth Kandula, Dina Katabi
Appeared in CCR 2007
Performance Nonmonotonicities: A Case Study of the UltraSPARC Processor
Master's Thesis