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Sequential Learning Of Neural Networks for Prequential MDL


Oct 14, 2022
Jorg Bornschein, Yazhe Li, Marcus Hutter


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Learning to Induce Causal Structure


Apr 11, 2022
Nan Rosemary Ke, Silvia Chiappa, Jane Wang, Jorg Bornschein, Theophane Weber, Anirudh Goyal, Matthew Botvinic, Michael Mozer, Danilo Jimenez Rezende


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Prequential MDL for Causal Structure Learning with Neural Networks


Jul 02, 2021
Jorg Bornschein, Silvia Chiappa, Alan Malek, Rosemary Nan Ke


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A study on the plasticity of neural networks


May 31, 2021
Tudor Berariu, Wojciech Czarnecki, Soham De, Jorg Bornschein, Samuel Smith, Razvan Pascanu, Claudia Clopath


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Small Data, Big Decisions: Model Selection in the Small-Data Regime


Sep 26, 2020
Jorg Bornschein, Francesco Visin, Simon Osindero

* Proceedings of the International Conference on Machine (ICML 2020) 

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Towards Biologically Plausible Deep Learning


Aug 09, 2016
Yoshua Bengio, Dong-Hyun Lee, Jorg Bornschein, Thomas Mesnard, Zhouhan Lin


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Bidirectional Helmholtz Machines


May 25, 2016
Jorg Bornschein, Samira Shabanian, Asja Fischer, Yoshua Bengio


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