Alex Graves

Alex Graves is a person.

• See: Neural Turing Machine, RNNs, Deep Reinforcement Learning.

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References

• Google Scholar Author Page: https://scholar.google.com/citations?user=DaFHynwAAAAJ
• Professional Homepage: https://cs.toronto.edu/~graves/

2016

• (Graves et al., 2016) ⇒ Alex Graves, Greg Wayne, Malcolm Reynolds, Tim Harley, Ivo Danihelka, Agnieszka Grabska-Barwinska, Sergio Gómez Colmenarejo, Edward Grefenstette, Tiago Ramalho, John Agapiou, Adrià Puigdomènech Badia, Karl Moritz Hermann, Yori Zwols, Georg Ostrovski, Adam Cain, Helen King, Christopher Summerfield, Phil Blunsom, Koray Kavukcuoglu, and Demis Hassabis. (2016). “Hybrid Computing Using a Neural Network with Dynamic External Memory.” In: Nature, 538(7626). doi:10.1038/nature20101
• (Mnih et al., 2016) ⇒ Volodymyr Mnih, Adrià Puigdomènech Badia, Mehdi Mirza, Alex Graves, Tim Harley, Timothy P. Lillicrap, David Silver, and Koray Kavukcuoglu. (2016). “Asynchronous Methods for Deep Reinforcement Learning.” In: Proceedings of the 33rd International Conference on International Conference on Machine Learning - Volume 48.
• (Oord et al., 2016) ⇒ Van Den Oord, Aaron, Sander Dieleman, Heiga Zen, Karen Simonyan, Oriol Vinyals, Alex Graves, Nal Kalchbrenner, Andrew Senior, and Koray Kavukcuoglu. (2016). “Wavenet: A Generative Model for Raw Audio.” arXiv preprint arXiv:1609.03499

2015

• (Mnih et al., 2015) ⇒ Volodymyr Mnih, Koray Kavukcuoglu, David Silver, Andrei A. Rusu, Joel Veness, Marc G. Bellemare, Alex Graves, Martin Riedmiller, Andreas K. Fidjeland, Georg Ostrovski, Stig Petersen, Charles Beattie, Amir Sadik, Ioannis Antonoglou, Helen King, Dharshan Kumaran, Daan Wierstra, Shane Legg, and Demis Hassabis. (2015). “Human-level Control through Deep Reinforcement Learning.” In: Nature, 518(7540).

2014

• (Graves et al., 2014) ⇒ Alex Graves, Greg Wayne, and Ivo Danihelka. (2014). “Neural Turing Machines.” In: arXiv preprint arXiv:1410.5401.
• (Graves & Jaitly, 2014) ⇒ Alex Graves, and Navdeep Jaitly. (2014). “Towards End-To-End Speech Recognition with Recurrent Neural Networks.” In: Proceedings of ICML (ICML-2014).

2013

• (Graves et al., 2013a) ⇒ Alex Graves, Abdel-Rahman Mohamed, and Geoffrey Hinton. (2013). “Speech Recognition with Deep Recurrent Neural Networks.” In: The Proceedings of the 2013 IEEE International Conference on Acoustics, Speech and Signal Processing, (ICASSP-2013).
• (Graves et al., 2013b) ⇒ Alex Graves, Navdeep Jaitly, and Abdel-rahman Mohamed. (2013). “Hybrid Speech Recognition with Deep Bidirectional LSTM.” In: Proceedings of 2013 IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU-2013).
• (Mnih et al., 2013) ⇒ Volodymyr Mnih, Koray Kavukcuoglu, David Silver, Alex Graves, Ioannis Antonoglou, Daan Wierstra, and Martin Riedmiller. (2013). “Playing Atari with Deep Reinforcement Learning.” arXiv preprint arXiv:1312.5602
• (Graves, 2013) ⇒ Alex Graves. (2013). “Generating Sequences with Recurrent Neural Networks.” arXiv preprint arXiv:1308.0850

2012

• (Graves, 2012) ⇒ Alex Graves. (2012). “Supervised Sequence Labelling with Recurrent Neural Networks.” Springer Berlin Heidelberg. ISBN:3642247962

2011

• (Schmidhuber et al., 2011) ⇒ Jürgen Schmidhuber, Dan Ciresan, Ueli Meier, Jonathan Masci, and Alex Graves. (2011). “On Fast Deep Nets for AGI Vision.” In: Proceedings of the 4th International Conference on Artificial General Intelligence.

2005

• (Graves & Schmidhuber, 2005) ⇒ Alex Graves, and Jürgen Schmidhuber. (2005). “Framewise Phoneme Classification with Bidirectional LSTM and Other Neural Network Architectures.” In: Neural Networks Journal, 18(5-6). doi:10.1016/j.neunet.2005.06.042
• (Graves, Fernandez & Schmidhuber, 2005) ⇒ Alex Graves, Santiago Fernandez, and Jurgen Schmidhuber (2005). "Bidirectional LSTM networks for improved phoneme classification and recognition" (PDF). In: Proceedings of The International Conference on Artificial Neural Networks.

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