Publications (23)
The Intentional Unintentional Agent: Learning to Solve Many Continuous Control Tasks Simultaneously
Serkan Cabi, Sergio Gómez Colmenarejo, Matthew W. Hoffman +3
Recklessly Approximate Sparse Coding
Misha Denil, Nando de Freitas
A Characterization of the Combined Effects of Overlap and Imbalance on the SVM Classifier
Misha Denil, Thomas Trappenberg
Deep Multi-Instance Transfer Learning
Dimitrios Kotzias, Misha Denil, Phil Blunsom +1
Linear and Parallel Learning of Markov Random Fields
Yariv Dror Mizrahi, Misha Denil, Nando de Freitas
Narrowing the Gap: Random Forests In Theory and In Practice
Misha Denil, David Matheson, Nando de Freitas
Deep Fried Convnets
Zichao Yang, Marcin Moczulski, Misha Denil +4
Noisy Activation Functions
Caglar Gulcehre, Marcin Moczulski, Misha Denil +1
Learning to Perform Physics Experiments via Deep Reinforcement Learning
Misha Denil, Pulkit Agrawal, Tejas D Kulkarni +3
Learning to learn by gradient descent by gradient descent
Marcin Andrychowicz, Misha Denil, Sergio Gomez +5
Modelling, Visualising and Summarising Documents with a Single Convolutional Neural Network
Misha Denil, Alban Demiraj, Nal Kalchbrenner +2
Extraction of Salient Sentences from Labelled Documents
Misha Denil, Alban Demiraj, Nando de Freitas
Predicting Parameters in Deep Learning
Misha Denil, Babak Shakibi, Laurent Dinh +2
Learning to Learn without Gradient Descent by Gradient Descent
Yutian Chen, Matthew W. Hoffman, Sergio Gomez Colmenarejo +4
Learning Awareness Models
Brandon Amos, Laurent Dinh, Serkan Cabi +7
Learned Optimizers that Scale and Generalize
Olga Wichrowska, Niru Maheswaranathan, Matthew W. Hoffman +4
Programmable Agents
Misha Denil, Sergio Gómez Colmenarejo, Serkan Cabi +2
Hyperbolic Attention Networks
Caglar Gulcehre, Misha Denil, Mateusz Malinowski +8
Distributed Parameter Estimation in Probabilistic Graphical Models
Yariv Dror Mizrahi, Misha Denil, Nando de Freitas
Learning where to Attend with Deep Architectures for Image Tracking
Misha Denil, Loris Bazzani, Hugo Larochelle +1
Learning to Navigate in Complex Environments
Piotr Mirowski, Razvan Pascanu, Fabio Viola +9
Consistency of Online Random Forests
Misha Denil, David Matheson, Nando de Freitas
ACDC: A Structured Efficient Linear Layer
Marcin Moczulski, Misha Denil, Jeremy Appleyard +1