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@incollection{DBLP:series/lncs/Bengio12, author = {Yoshua Bengio}, editor = {Gr{\'{e}}goire Montavon and Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, title = {Practical Recommendations for Gradient-Based Training of Deep Architectures}, booktitle = {Neural Networks: Tricks of the Trade - Second Edition}, series = {Lecture Notes in Computer Science}, volume = {7700}, pages = {437--478}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-35289-8\_26}, doi = {10.1007/978-3-642-35289-8\_26}, timestamp = {Wed, 25 Sep 2019 17:41:07 +0200}, biburl = {https://dblp.org/rec/series/lncs/Bengio12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/lncs/Bottou12, author = {L{\'{e}}on Bottou}, editor = {Gr{\'{e}}goire Montavon and Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, title = {Stochastic Gradient Descent Tricks}, booktitle = {Neural Networks: Tricks of the Trade - Second Edition}, series = {Lecture Notes in Computer Science}, volume = {7700}, pages = {421--436}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-35289-8\_25}, doi = {10.1007/978-3-642-35289-8\_25}, timestamp = {Tue, 16 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/series/lncs/Bottou12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/lncs/Caruana12, author = {Rich Caruana}, editor = {Gr{\'{e}}goire Montavon and Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, title = {A Dozen Tricks with Multitask Learning}, booktitle = {Neural Networks: Tricks of the Trade - Second Edition}, series = {Lecture Notes in Computer Science}, volume = {7700}, pages = {163--189}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-35289-8\_12}, doi = {10.1007/978-3-642-35289-8\_12}, timestamp = {Fri, 10 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/series/lncs/Caruana12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/lncs/CiresanMGS12, author = {Dan Claudiu Ciresan and Ueli Meier and Luca Maria Gambardella and J{\"{u}}rgen Schmidhuber}, editor = {Gr{\'{e}}goire Montavon and Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, title = {Deep Big Multilayer Perceptrons for Digit Recognition}, booktitle = {Neural Networks: Tricks of the Trade - Second Edition}, series = {Lecture Notes in Computer Science}, volume = {7700}, pages = {581--598}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-35289-8\_31}, doi = {10.1007/978-3-642-35289-8\_31}, timestamp = {Tue, 16 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/series/lncs/CiresanMGS12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/lncs/CoatesN12, author = {Adam Coates and Andrew Y. Ng}, editor = {Gr{\'{e}}goire Montavon and Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, title = {Learning Feature Representations with K-Means}, booktitle = {Neural Networks: Tricks of the Trade - Second Edition}, series = {Lecture Notes in Computer Science}, volume = {7700}, pages = {561--580}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-35289-8\_30}, doi = {10.1007/978-3-642-35289-8\_30}, timestamp = {Mon, 23 Jan 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/series/lncs/CoatesN12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/lncs/CollobertKF12, author = {Ronan Collobert and Koray Kavukcuoglu and Cl{\'{e}}ment Farabet}, editor = {Gr{\'{e}}goire Montavon and Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, title = {Implementing Neural Networks Efficiently}, booktitle = {Neural Networks: Tricks of the Trade - Second Edition}, series = {Lecture Notes in Computer Science}, volume = {7700}, pages = {537--557}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-35289-8\_28}, doi = {10.1007/978-3-642-35289-8\_28}, timestamp = {Tue, 16 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/series/lncs/CollobertKF12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/lncs/DuellUS12, author = {Siegmund Duell and Steffen Udluft and Volkmar Sterzing}, editor = {Gr{\'{e}}goire Montavon and Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, title = {Solving Partially Observable Reinforcement Learning Problems with Recurrent Neural Networks}, booktitle = {Neural Networks: Tricks of the Trade - Second Edition}, series = {Lecture Notes in Computer Science}, volume = {7700}, pages = {709--733}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-35289-8\_38}, doi = {10.1007/978-3-642-35289-8\_38}, timestamp = {Tue, 16 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/series/lncs/DuellUS12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/lncs/Flake12, author = {Gary William Flake}, editor = {Gr{\'{e}}goire Montavon and Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, title = {Square Unit Augmented, Radially Extended, Multilayer Perceptrons}, booktitle = {Neural Networks: Tricks of the Trade - Second Edition}, series = {Lecture Notes in Computer Science}, volume = {7700}, pages = {143--161}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-35289-8\_11}, doi = {10.1007/978-3-642-35289-8\_11}, timestamp = {Tue, 16 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/series/lncs/Flake12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/lncs/FritschF12, author = {J{\"{u}}rgen Fritsch and Michael Finke}, editor = {Gr{\'{e}}goire Montavon and Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, title = {Applying Divide and Conquer to Large Scale Pattern Recognition Tasks}, booktitle = {Neural Networks: Tricks of the Trade - Second Edition}, series = {Lecture Notes in Computer Science}, volume = {7700}, pages = {311--338}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-35289-8\_20}, doi = {10.1007/978-3-642-35289-8\_20}, timestamp = {Tue, 16 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/series/lncs/FritschF12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/lncs/Hinton12, author = {Geoffrey E. Hinton}, editor = {Gr{\'{e}}goire Montavon and Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, title = {A Practical Guide to Training Restricted Boltzmann Machines}, booktitle = {Neural Networks: Tricks of the Trade - Second Edition}, series = {Lecture Notes in Computer Science}, volume = {7700}, pages = {599--619}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-35289-8\_32}, doi = {10.1007/978-3-642-35289-8\_32}, timestamp = {Tue, 16 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/series/lncs/Hinton12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/lncs/HornNI12, author = {David Horn and Ury Naftaly and Nathan Intrator}, editor = {Gr{\'{e}}goire Montavon and Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, title = {Large Ensemble Averaging}, booktitle = {Neural Networks: Tricks of the Trade - Second Edition}, series = {Lecture Notes in Computer Science}, volume = {7700}, pages = {131--137}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-35289-8\_9}, doi = {10.1007/978-3-642-35289-8\_9}, timestamp = {Sun, 25 Jul 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/series/lncs/HornNI12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/lncs/LarsenSAH12, author = {Jan Larsen and Claus Svarer and Lars Nonboe Andersen and Lars Kai Hansen}, editor = {Gr{\'{e}}goire Montavon and Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, title = {Adaptive Regularization in Neural Network Modeling}, booktitle = {Neural Networks: Tricks of the Trade - Second Edition}, series = {Lecture Notes in Computer Science}, volume = {7700}, pages = {111--130}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-35289-8\_8}, doi = {10.1007/978-3-642-35289-8\_8}, timestamp = {Tue, 16 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/series/lncs/LarsenSAH12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/lncs/LawrenceBBTG12, author = {Steve Lawrence and Ian Burns and Andrew D. Back and Ah Chung Tsoi and C. Lee Giles}, editor = {Gr{\'{e}}goire Montavon and Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, title = {Neural Network Classification and Prior Class Probabilities}, booktitle = {Neural Networks: Tricks of the Trade - Second Edition}, series = {Lecture Notes in Computer Science}, volume = {7700}, pages = {295--309}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-35289-8\_19}, doi = {10.1007/978-3-642-35289-8\_19}, timestamp = {Sat, 19 Aug 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/series/lncs/LawrenceBBTG12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/lncs/LeCunBOM12, author = {Yann LeCun and L{\'{e}}on Bottou and Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, editor = {Gr{\'{e}}goire Montavon and Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, title = {Efficient BackProp}, booktitle = {Neural Networks: Tricks of the Trade - Second Edition}, series = {Lecture Notes in Computer Science}, volume = {7700}, pages = {9--48}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-35289-8\_3}, doi = {10.1007/978-3-642-35289-8\_3}, timestamp = {Tue, 16 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/series/lncs/LeCunBOM12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/lncs/Lukosevicius12, author = {Mantas Lukosevicius}, editor = {Gr{\'{e}}goire Montavon and Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, title = {A Practical Guide to Applying Echo State Networks}, booktitle = {Neural Networks: Tricks of the Trade - Second Edition}, series = {Lecture Notes in Computer Science}, volume = {7700}, pages = {659--686}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-35289-8\_36}, doi = {10.1007/978-3-642-35289-8\_36}, timestamp = {Tue, 16 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/series/lncs/Lukosevicius12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/lncs/MartensS12, author = {James Martens and Ilya Sutskever}, editor = {Gr{\'{e}}goire Montavon and Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, title = {Training Deep and Recurrent Networks with Hessian-Free Optimization}, booktitle = {Neural Networks: Tricks of the Trade - Second Edition}, series = {Lecture Notes in Computer Science}, volume = {7700}, pages = {479--535}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-35289-8\_27}, doi = {10.1007/978-3-642-35289-8\_27}, timestamp = {Tue, 16 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/series/lncs/MartensS12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/lncs/MontavonM12, author = {Gr{\'{e}}goire Montavon and Klaus{-}Robert M{\"{u}}ller}, editor = {Gr{\'{e}}goire Montavon and Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, title = {Big Learning and Deep Neural Networks}, booktitle = {Neural Networks: Tricks of the Trade - Second Edition}, series = {Lecture Notes in Computer Science}, volume = {7700}, pages = {419--420}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-35289-8\_24}, doi = {10.1007/978-3-642-35289-8\_24}, timestamp = {Tue, 16 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/series/lncs/MontavonM12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/lncs/MontavonM12a, author = {Gr{\'{e}}goire Montavon and Klaus{-}Robert M{\"{u}}ller}, editor = {Gr{\'{e}}goire Montavon and Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, title = {Better Representations: Invariant, Disentangled and Reusable}, booktitle = {Neural Networks: Tricks of the Trade - Second Edition}, series = {Lecture Notes in Computer Science}, volume = {7700}, pages = {559--560}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-35289-8\_29}, doi = {10.1007/978-3-642-35289-8\_29}, timestamp = {Tue, 16 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/series/lncs/MontavonM12a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/lncs/MontavonM12b, author = {Gr{\'{e}}goire Montavon and Klaus{-}Robert M{\"{u}}ller}, editor = {Gr{\'{e}}goire Montavon and Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, title = {Deep Boltzmann Machines and the Centering Trick}, booktitle = {Neural Networks: Tricks of the Trade - Second Edition}, series = {Lecture Notes in Computer Science}, volume = {7700}, pages = {621--637}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-35289-8\_33}, doi = {10.1007/978-3-642-35289-8\_33}, timestamp = {Tue, 16 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/series/lncs/MontavonM12b.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/lncs/MontavonM12c, author = {Gr{\'{e}}goire Montavon and Klaus{-}Robert M{\"{u}}ller}, editor = {Gr{\'{e}}goire Montavon and Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, title = {Identifying Dynamical Systems for Forecasting and Control}, booktitle = {Neural Networks: Tricks of the Trade - Second Edition}, series = {Lecture Notes in Computer Science}, volume = {7700}, pages = {657--658}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-35289-8\_35}, doi = {10.1007/978-3-642-35289-8\_35}, timestamp = {Tue, 16 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/series/lncs/MontavonM12c.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/lncs/Moody12, author = {John Moody}, editor = {Gr{\'{e}}goire Montavon and Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, title = {Forecasting the Economy with Neural Nets: {A} Survey of Challenges and Solutions}, booktitle = {Neural Networks: Tricks of the Trade - Second Edition}, series = {Lecture Notes in Computer Science}, volume = {7700}, pages = {343--367}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-35289-8\_22}, doi = {10.1007/978-3-642-35289-8\_22}, timestamp = {Tue, 16 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/series/lncs/Moody12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/lncs/Muller12, author = {Klaus{-}Robert M{\"{u}}ller}, editor = {Gr{\'{e}}goire Montavon and Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, title = {Introduction}, booktitle = {Neural Networks: Tricks of the Trade - Second Edition}, series = {Lecture Notes in Computer Science}, volume = {7700}, pages = {1--5}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-35289-8\_1}, doi = {10.1007/978-3-642-35289-8\_1}, timestamp = {Tue, 16 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/series/lncs/Muller12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/lncs/Muller12a, author = {Klaus{-}Robert M{\"{u}}ller}, editor = {Gr{\'{e}}goire Montavon and Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, title = {Speeding Learning}, booktitle = {Neural Networks: Tricks of the Trade - Second Edition}, series = {Lecture Notes in Computer Science}, volume = {7700}, pages = {7--8}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-35289-8\_2}, doi = {10.1007/978-3-642-35289-8\_2}, timestamp = {Tue, 16 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/series/lncs/Muller12a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/lncs/Muller12b, author = {Klaus{-}Robert M{\"{u}}ller}, editor = {Gr{\'{e}}goire Montavon and Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, title = {Regularization Techniques to Improve Generalization}, booktitle = {Neural Networks: Tricks of the Trade - Second Edition}, series = {Lecture Notes in Computer Science}, volume = {7700}, pages = {49--51}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-35289-8\_4}, doi = {10.1007/978-3-642-35289-8\_4}, timestamp = {Tue, 16 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/series/lncs/Muller12b.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/lncs/Muller12c, author = {Klaus{-}Robert M{\"{u}}ller}, editor = {Gr{\'{e}}goire Montavon and Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, title = {Improving Network Models and Algorithmic Tricks}, booktitle = {Neural Networks: Tricks of the Trade - Second Edition}, series = {Lecture Notes in Computer Science}, volume = {7700}, pages = {139--141}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-35289-8\_10}, doi = {10.1007/978-3-642-35289-8\_10}, timestamp = {Tue, 16 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/series/lncs/Muller12c.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/lncs/Muller12d, author = {Klaus{-}Robert M{\"{u}}ller}, editor = {Gr{\'{e}}goire Montavon and Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, title = {Representing and Incorporating Prior Knowledge in Neural Network Training}, booktitle = {Neural Networks: Tricks of the Trade - Second Edition}, series = {Lecture Notes in Computer Science}, volume = {7700}, pages = {231--233}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-35289-8\_16}, doi = {10.1007/978-3-642-35289-8\_16}, timestamp = {Tue, 16 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/series/lncs/Muller12d.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/lncs/Muller12e, author = {Klaus{-}Robert M{\"{u}}ller}, editor = {Gr{\'{e}}goire Montavon and Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, title = {Tricks for Time Series}, booktitle = {Neural Networks: Tricks of the Trade - Second Edition}, series = {Lecture Notes in Computer Science}, volume = {7700}, pages = {339--341}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-35289-8\_21}, doi = {10.1007/978-3-642-35289-8\_21}, timestamp = {Tue, 16 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/series/lncs/Muller12e.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/lncs/NeuneierZ12, author = {Ralph Neuneier and Hans{-}Georg Zimmermann}, editor = {Gr{\'{e}}goire Montavon and Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, title = {How to Train Neural Networks}, booktitle = {Neural Networks: Tricks of the Trade - Second Edition}, series = {Lecture Notes in Computer Science}, volume = {7700}, pages = {369--418}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-35289-8\_23}, doi = {10.1007/978-3-642-35289-8\_23}, timestamp = {Tue, 16 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/series/lncs/NeuneierZ12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/lncs/Plate12, author = {Tony Plate}, editor = {Gr{\'{e}}goire Montavon and Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, title = {Controlling the Hyperparameter Search in MacKay's Bayesian Neural Network Framework}, booktitle = {Neural Networks: Tricks of the Trade - Second Edition}, series = {Lecture Notes in Computer Science}, volume = {7700}, pages = {91--110}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-35289-8\_7}, doi = {10.1007/978-3-642-35289-8\_7}, timestamp = {Tue, 16 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/series/lncs/Plate12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/lncs/Plate12a, author = {Tony Plate}, editor = {Gr{\'{e}}goire Montavon and Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, title = {Avoiding Roundoff Error in Backpropagating Derivatives}, booktitle = {Neural Networks: Tricks of the Trade - Second Edition}, series = {Lecture Notes in Computer Science}, volume = {7700}, pages = {225--230}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-35289-8\_15}, doi = {10.1007/978-3-642-35289-8\_15}, timestamp = {Tue, 16 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/series/lncs/Plate12a.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/lncs/Prechelt12, author = {Lutz Prechelt}, editor = {Gr{\'{e}}goire Montavon and Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, title = {Early Stopping - But When?}, booktitle = {Neural Networks: Tricks of the Trade - Second Edition}, series = {Lecture Notes in Computer Science}, volume = {7700}, pages = {53--67}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-35289-8\_5}, doi = {10.1007/978-3-642-35289-8\_5}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/series/lncs/Prechelt12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/lncs/Riedmiller12, author = {Martin A. Riedmiller}, editor = {Gr{\'{e}}goire Montavon and Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, title = {10 Steps and Some Tricks to Set up Neural Reinforcement Controllers}, booktitle = {Neural Networks: Tricks of the Trade - Second Edition}, series = {Lecture Notes in Computer Science}, volume = {7700}, pages = {735--757}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-35289-8\_39}, doi = {10.1007/978-3-642-35289-8\_39}, timestamp = {Tue, 16 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/series/lncs/Riedmiller12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/lncs/Rognvaldsson12, author = {Thorsteinn S. R{\"{o}}gnvaldsson}, editor = {Gr{\'{e}}goire Montavon and Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, title = {A Simple Trick for Estimating the Weight Decay Parameter}, booktitle = {Neural Networks: Tricks of the Trade - Second Edition}, series = {Lecture Notes in Computer Science}, volume = {7700}, pages = {69--89}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-35289-8\_6}, doi = {10.1007/978-3-642-35289-8\_6}, timestamp = {Tue, 16 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/series/lncs/Rognvaldsson12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/lncs/Schraudolph12, author = {Nicol N. Schraudolph}, editor = {Gr{\'{e}}goire Montavon and Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, title = {Centering Neural Network Gradient Factors}, booktitle = {Neural Networks: Tricks of the Trade - Second Edition}, series = {Lecture Notes in Computer Science}, volume = {7700}, pages = {205--223}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-35289-8\_14}, doi = {10.1007/978-3-642-35289-8\_14}, timestamp = {Tue, 16 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/series/lncs/Schraudolph12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/lncs/SimardLDV12, author = {Patrice Y. Simard and Yann LeCun and John S. Denker and Bernard Victorri}, editor = {Gr{\'{e}}goire Montavon and Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, title = {Transformation Invariance in Pattern Recognition - Tangent Distance and Tangent Propagation}, booktitle = {Neural Networks: Tricks of the Trade - Second Edition}, series = {Lecture Notes in Computer Science}, volume = {7700}, pages = {235--269}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-35289-8\_17}, doi = {10.1007/978-3-642-35289-8\_17}, timestamp = {Tue, 16 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/series/lncs/SimardLDV12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/lncs/SmagtH12, author = {Patrick van der Smagt and Gerd Hirzinger}, editor = {Gr{\'{e}}goire Montavon and Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, title = {Solving the Ill-Conditioning in Neural Network Learning}, booktitle = {Neural Networks: Tricks of the Trade - Second Edition}, series = {Lecture Notes in Computer Science}, volume = {7700}, pages = {191--203}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-35289-8\_13}, doi = {10.1007/978-3-642-35289-8\_13}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/series/lncs/SmagtH12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/lncs/WestonRMC12, author = {Jason Weston and Fr{\'{e}}d{\'{e}}ric Ratle and Hossein Mobahi and Ronan Collobert}, editor = {Gr{\'{e}}goire Montavon and Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, title = {Deep Learning via Semi-supervised Embedding}, booktitle = {Neural Networks: Tricks of the Trade - Second Edition}, series = {Lecture Notes in Computer Science}, volume = {7700}, pages = {639--655}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-35289-8\_34}, doi = {10.1007/978-3-642-35289-8\_34}, timestamp = {Tue, 16 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/series/lncs/WestonRMC12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/lncs/YaegerWL12, author = {Larry S. Yaeger and Brandyn J. Webb and Richard F. Lyon}, editor = {Gr{\'{e}}goire Montavon and Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, title = {Combining Neural Networks and Context-Driven Search for On-line, Printed Handwriting Recognition in the Newton}, booktitle = {Neural Networks: Tricks of the Trade - Second Edition}, series = {Lecture Notes in Computer Science}, volume = {7700}, pages = {271--293}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-35289-8\_18}, doi = {10.1007/978-3-642-35289-8\_18}, timestamp = {Tue, 16 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/series/lncs/YaegerWL12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@incollection{DBLP:series/lncs/ZimmermannTG12, author = {Hans{-}Georg Zimmermann and Christoph Tietz and Ralph Grothmann}, editor = {Gr{\'{e}}goire Montavon and Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, title = {Forecasting with Recurrent Neural Networks: 12 Tricks}, booktitle = {Neural Networks: Tricks of the Trade - Second Edition}, series = {Lecture Notes in Computer Science}, volume = {7700}, pages = {687--707}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-35289-8\_37}, doi = {10.1007/978-3-642-35289-8\_37}, timestamp = {Tue, 16 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/series/lncs/ZimmermannTG12.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@book{DBLP:series/lncs/7700, editor = {Gr{\'{e}}goire Montavon and Genevieve B. Orr and Klaus{-}Robert M{\"{u}}ller}, title = {Neural Networks: Tricks of the Trade - Second Edition}, series = {Lecture Notes in Computer Science}, volume = {7700}, publisher = {Springer}, year = {2012}, url = {https://doi.org/10.1007/978-3-642-35289-8}, doi = {10.1007/978-3-642-35289-8}, isbn = {978-3-642-35288-1}, timestamp = {Wed, 25 Sep 2019 01:00:00 +0200}, biburl = {https://dblp.org/rec/series/lncs/7700.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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