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[1-4]
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[Title],
[Author],
[Editor],
[Year] |
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Roscoe A. Bartlett, Bart G. Van Bloemen Waanders, Martin Berggren
Hybrid differentiation strategies for simulation and analysis of applications in C++
Article in
ACM Trans. Math. Softw., ACM,
2008 |
Theory & Techniques:
Hybrid
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R. Meyer, D. A. Fournier, A. Berg
Stochastic volatility: Bayesian computation using automatic differentiation and the extended Kalman filter
Article in
Econometrics Journal, 2003 |
Tools:
AD Model Builder
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James Bergstra, Olivier Breuleux, Frédéric Bastien, Pascal Lamblin, Razvan Pascanu, Guillaume Desjardins, Joseph Turian, Yoshua Bengio
Theano: a CPU and GPU Math Expression Compiler
Conference proceeding,
Proceedings of the Python for Scientific Computing Conference (SciPy), 2010 |
Tools:
Theano
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van Merriënboer, Bart, Olivier Breuleux, Arnaud Bergeron, Pascal Lamblin
Automatic differentiation in ML: Where we are and where we should be going
Conference proceeding,
Advances in Neural Information Processing Systems, Curran Associates, Inc.,
2018 |
Theory & Techniques:
General, Implementation Strategies
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[1-4]
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