An Adversarial Approach to Structural Estimation

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An Adversarial Approach to Structural Estimation

13 July 2020

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Papers citing "An Adversarial Approach to Structural Estimation"

18 / 18 papers shown

Title
Pre-Training Estimators for Structural Models: Application to Consumer Search Yanhao 'Max' Wei Zhenling Jiang 138 0 0 01 May 2025
Function approximation by deep networks H. Mhaskar T. Poggio 69 23 0 30 May 2019
Deep Generalized Method of Moments for Instrumental Variable Analysis Andrew Bennett Nathan Kallus Tobias Schnabel 64 128 0 29 May 2019
How Well Generative Adversarial Networks Learn Distributions Tengyuan Liang GAN 65 95 0 07 Nov 2018
Deep Neural Networks for Estimation and Inference M. Farrell Tengyuan Liang S. Misra BDL 176 254 0 26 Sep 2018
Adversarial Generalized Method of Moments Greg Lewis Vasilis Syrgkanis GAN 38 59 0 19 Mar 2018
Orthogonal Machine Learning: Power and Limitations Lester W. Mackey Vasilis Syrgkanis Ilias Zadik 140 42 0 01 Nov 2017
Nonparametric regression using deep neural networks with ReLU activation function Johannes Schmidt-Hieber 230 811 0 22 Aug 2017
Indirect Inference with a Non-Smooth Criterion Function David T. Frazier Tatsushi Oka Dan Zhu 48 11 0 08 Aug 2017
Nearly-tight VC-dimension and pseudodimension bounds for piecewise linear neural networks Peter L. Bartlett Nick Harvey Christopher Liaw Abbas Mehrabian 208 432 0 08 Mar 2017
Towards Principled Methods for Training Generative Adversarial Networks Martín Arjovsky M. Nault GAN 81 2,109 0 17 Jan 2017
Error bounds for approximations with deep ReLU networks Dmitry Yarotsky 195 1,227 0 03 Oct 2016
f-GAN: Training Generative Neural Samplers using Variational Divergence Minimization Sebastian Nowozin Botond Cseke Ryota Tomioka GAN 151 1,656 0 02 Jun 2016
Generalized Indirect Inference for Discrete Choice Models M. Bruins James A. Duffy M. Keane Anthony Smith 44 58 0 22 Jul 2015
Breaking the Curse of Dimensionality with Convex Neural Networks Francis R. Bach 184 706 0 30 Dec 2014
Convergence of linear functionals of the Grenander estimator under misspecification H. Jankowski 87 32 0 27 Jul 2012
A local maximal inequality under uniform entropy A. van der Vaart J. Wellner 100 80 0 26 Dec 2010
Efficient Simulation-Based Minimum Distance Estimation and Indirect Inference Richard Nickl B. M. Potscher 131 15 0 04 Aug 2009

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