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DP17391 Estimating Nonlinear Heterogeneous Agents Models with Neural Networks 智库出版物
2022
作者:  Leonardo Melosi;  Matthias Rottner
收藏  |  浏览/下载:4/0  |  提交时间:2022/09/22
Machine learning  Neural networks  Bayesian estimation  Global solution  Heterogeneous agents  Nonlinearities  Aggregate uncertainty  Hank model  Zero lower bound  
DP16822 The Unattractiveness of Indeterminate Dynamic Equilibria 智库出版物
2021
作者:  Julian Ashwin;  Paul Beaudry;  Martin Ellison
收藏  |  浏览/下载:2/0  |  提交时间:2022/09/22
Indeterminacy  Machine learning  Multiple equilibria  Neural networks  
DP16267 Machine Learning the Carbon Footprint of Bitcoin Mining 智库出版物
2021
作者:  Héctor Calvo Pardo;  Jose Olmo;  Tullio Mancini
收藏  |  浏览/下载:3/0  |  提交时间:2022/09/22
Machine learning  Carbon footprint  Cryptocurrencies  Nowcasting  Feed- forward neural networks  Climate change  
DP14525 Artificial Intelligence in Asset Management 智库出版物
2020
作者:  Söhnke Bartram;  Jürgen Branke;  Mehrshad Motahari
收藏  |  浏览/下载:2/0  |  提交时间:2022/09/22
Algorithmic trading  Machine learning  Lasso  Neural networks  Deep learning  Decision trees  Random forests  Svm  Evolutionary algorithms  Nlp  
DP14025 When the U.S. catches a cold, Canada sneezes: a lower-bound tale told by deep learning 智库出版物
2019
作者:  Vadym Lepetyuk;  Serguei Maliar
收藏  |  浏览/下载:2/0  |  提交时间:2022/09/22
Central banking  Totem  Machine learning  Deep learning  Supervised learning  Neural networks  Clustering analysis large-scale model  New keynesian model  Zlb  
Data superpowers in the age of AI: A research agenda 智库出版物
2018
作者:  Claudia Biancotti;  Paolo Ciocca
收藏  |  浏览/下载:1/0  |  提交时间:2022/09/22
Artificial intelligence  GAFA  BAT  Privacy  Machine learning  Advertising  Neural networks  Two-sided markets  data property rights  data tradability  big tech regulation  Fintech  
Which are the most important parameters for modelling carbon assimilation in boreal Norway spruce under elevated CO2 and temperature conditions? 智库出版物
2013
作者:  Hall M;  Medlyn BE;  Abramowitz G;  Franklin O;  Rantfors M;  Linder S;  Wallin G
收藏  |  浏览/下载:1/0  |  提交时间:2019/06/18
Climate change  Empirical models  Neural networks  Photosynthesis  Picea abies  
Defining a nonlinear control problem to reduce particulate matter population exposure. 智库出版物
2012
作者:  Carnevale C;  Finzi G;  Pisoni E;  Volta M;  Wagner F
收藏  |  浏览/下载:2/0  |  提交时间:2019/06/18
Multi-objective optimization  Year of Lost Life  Emission control  Neural networks  GAINS model  
Impact of EMD decomposition and random initialisation of weights in ANN hindcasting of daily stream flow series: An empirical examination. 智库出版物
2011
作者:  Napolitano G;  Serinaldi F;  See L
收藏  |  浏览/下载:0/0  |  提交时间:2019/06/18
Artificial neural networks  Discharge forecasting  Empirical Mode Decomposition  Uncertainty  
The construction of minimal multilayered perceptrons: A case study for sorting. 智库出版物
1993
作者:  Zwieterinng PJ;  Aarts EHL;  Wessels J
收藏  |  浏览/下载:0/0  |  提交时间:2019/06/18
Minimal multilayered perceptrons  feed-forward neural networks  combinatorial optimization problems  sorting