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Neural Program Synthesis with a Differentiable Fixer

Jun 19, 2020
Matej Balog, Rishabh Singh, Petros Maniatis, Charles Sutton

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Fast Training of Sparse Graph Neural Networks on Dense Hardware

Jun 27, 2019
Matej Balog, Bart van Merriënboer, Subhodeep Moitra, Yujia Li, Daniel Tarlow

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Differentially Private Database Release via Kernel Mean Embeddings

May 31, 2018
Matej Balog, Ilya Tolstikhin, Bernhard Schölkopf

* 35th International Conference on Machine Learning (ICML 2018) 

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Lost Relatives of the Gumbel Trick

Jun 13, 2017
Matej Balog, Nilesh Tripuraneni, Zoubin Ghahramani, Adrian Weller

* 34th International Conference on Machine Learning (ICML 2017) 

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DeepCoder: Learning to Write Programs

Mar 08, 2017
Matej Balog, Alexander L. Gaunt, Marc Brockschmidt, Sebastian Nowozin, Daniel Tarlow

* Submitted to ICLR 2017 

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The Mondrian Kernel

Jun 16, 2016
Matej Balog, Balaji Lakshminarayanan, Zoubin Ghahramani, Daniel M. Roy, Yee Whye Teh

* Accepted for presentation at the 32nd Conference on Uncertainty in Artificial Intelligence (UAI 2016) 

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The Mondrian Process for Machine Learning

Jul 18, 2015
Matej Balog, Yee Whye Teh

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